Programming Assignment #2: Optimization & Linear Models

NOTE: Please use Python 3 when compliing and Conda version used in development is 4.3.27. The only libraries needed are numpy, matplotlib. I have run the Perceptron algorithm for 8000 iterations and saved this notebook for reference. Please change this to 500 to save time while you grade this assignment. The saved version of this notebook can also be accessed from the html file saved this is directory as well.

In [5]:
#import the dependencies 

import numpy as np
import matplotlib.pyplot as plt

1. Perceptron Algorithm for Logistic Regression

1.1 Lets check the data. Its should be present in the ./bclass folder. The training data is split into two sets training data ./bclass/bclass-train and test data ./bclass/bclass-test. The demonstrates one of the training sample.

In [6]:
with open("bclass/bclass-train") as file:
    num_of_samples = N = 0
    num_of_features = M = 0
    for i,line in enumerate(file):
        if i == 0:
            print(line)
            num_of_features = M = len(line.split()) - 1        
    num_of_samples = N = i + 1
-1	1	0	0.62121	-0.63636	0	0	0	0	0.34470	0.28788	0.42803	0.39394	-0.07576	0.51894	0.36364	0.31439	-0.53788	0.32955	0.12121	-0.14773	0.01894	-0.53409	-0.57576	0.17803	0.29167	-0.27273	0.25758	-0.57576	0.43182	0.24242	0.18182	-0.02273	0.17045	-0.41667

So there are 34 features and the first colulmn is the prediction(-1,1). I will take a numpy two dimensional array for representing the feature vector in both train and test case.

In [7]:
def acquireData():
    with open("bclass/bclass-train") as file:

        feature_train = np.zeros([N,M])
        label_train = np.zeros(N)
        for i,line in enumerate(file):
            line = line.split()
            label_train[i], feature_train[i] = float(line[0]) , list(map(float,line[1:]))

    num_of_samples_test = sum(1 for line in open("bclass/bclass-test"))

    with open("bclass/bclass-test") as file:

        feature_test = np.zeros([num_of_samples_test,M])
        label_test = np.zeros(num_of_samples_test)
        for i,line in enumerate(file):
            line = line.split()
            label_test[i], feature_test[i] = float(line[0]) , list(map(float,line[1:]))
    return feature_train,label_train,feature_test,label_test
feature_train,label_train,feature_test,label_test = acquireData()

1.2 Now we are done with the loading the data. Lets dive into the Perceptron algorithm.

In [5]:
def sign(X):
    if(X>=0):
        return 1
    else:
        return -1

signfunc = np.vectorize(sign)

def findInvalidClassification(weights,bias,train_data,train_labels):
    for i in range(train_data.shape[0]):
        if(train_labels[i] != sign(np.dot(weights,train_data[i])+bias)):
            return i
    
    print("\n\n \"VOILA!!!!!!!!!  ZERO ERROR NOW FULLY CLASSIFIED\"")
    return -1

def trainErrorRate(train_data, train_labels,weights,bias):
    numOfErrors = 0
    for i in range(train_data.shape[0]):
        if(train_labels[i] != sign(np.dot(weights,train_data[i])+bias)):
            numOfErrors+=1
    return numOfErrors/train_data.shape[0]*100

def testErrorRate(test_data, test_labels,weights,bias):
    numOfErrors = 0
    for i in range(test_data.shape[0]):
        if(test_labels[i] != sign(np.dot(weights,test_data[i])+bias)):
            numOfErrors+=1
    return numOfErrors/test_data.shape[0]*100

def buildPerceptron(train_data, train_labels, test_data, test_labels):
    weights = np.zeros(num_of_features)
    bias = 0
    iterations = 8000
    t = 0
    trainErrorRates = np.zeros(iterations)
    testErrorRates = np.zeros(iterations)
    
    while(t<iterations):
        sampleNumber = findInvalidClassification(weights,bias,train_data,train_labels)
        if(sampleNumber == -1):
            print("Running ",t-10,"Iterations, The Error rate is ",0)
            break
        else:
            weights = weights + train_labels[sampleNumber]*train_data[sampleNumber]
            
            bias = bias + train_labels[sampleNumber]
            
        trainErrorRates[t] = trainErrorRate(train_data, train_labels,weights,bias)
        testErrorRates[t] = testErrorRate(test_data,test_labels,weights,bias)
        if(t > 9):
            print("Running ",t-10,"Iterations, The Training Error rate is ",np.sum(trainErrorRates[t-9:t+1])/10," and the Test Error rate \
is ",np.sum(testErrorRates[t-9:t+1])/10)
        t+=1
    return trainErrorRates,testErrorRates
In [6]:
trainErrorRates,testErrorRates = buildPerceptron(feature_train, label_train, feature_test, label_test)
Running  0 Iterations, The Training Error rate is  38.25  and the Test Error rate is  43.2894736842
Running  1 Iterations, The Training Error rate is  35.3  and the Test Error rate is  38.5526315789
Running  2 Iterations, The Training Error rate is  34.9  and the Test Error rate is  37.7631578947
Running  3 Iterations, The Training Error rate is  38.9  and the Test Error rate is  41.1842105263
Running  4 Iterations, The Training Error rate is  36.6  and the Test Error rate is  37.5
Running  5 Iterations, The Training Error rate is  39.4  and the Test Error rate is  39.7368421053
Running  6 Iterations, The Training Error rate is  36.8  and the Test Error rate is  35.9210526316
Running  7 Iterations, The Training Error rate is  36.5  and the Test Error rate is  34.7368421053
Running  8 Iterations, The Training Error rate is  36.35  and the Test Error rate is  34.2105263158
Running  9 Iterations, The Training Error rate is  36.35  and the Test Error rate is  33.9473684211
Running  10 Iterations, The Training Error rate is  39.55  and the Test Error rate is  36.9736842105
Running  11 Iterations, The Training Error rate is  40.3  and the Test Error rate is  38.8157894737
Running  12 Iterations, The Training Error rate is  39.85  and the Test Error rate is  38.8157894737
Running  13 Iterations, The Training Error rate is  36.45  and the Test Error rate is  34.4736842105
Running  14 Iterations, The Training Error rate is  39.15  and the Test Error rate is  38.1578947368
Running  15 Iterations, The Training Error rate is  35.95  and the Test Error rate is  35.0
Running  16 Iterations, The Training Error rate is  35.35  and the Test Error rate is  35.3947368421
Running  17 Iterations, The Training Error rate is  32.8  and the Test Error rate is  33.2894736842
Running  18 Iterations, The Training Error rate is  32.5  and the Test Error rate is  33.4210526316
Running  19 Iterations, The Training Error rate is  32.45  and the Test Error rate is  33.8157894737
Running  20 Iterations, The Training Error rate is  32.45  and the Test Error rate is  33.9473684211
Running  21 Iterations, The Training Error rate is  31.5  and the Test Error rate is  32.3684210526
Running  22 Iterations, The Training Error rate is  32.1  and the Test Error rate is  33.2894736842
Running  23 Iterations, The Training Error rate is  31.9  and the Test Error rate is  33.8157894737
Running  24 Iterations, The Training Error rate is  28.8  and the Test Error rate is  30.0
Running  25 Iterations, The Training Error rate is  31.75  and the Test Error rate is  33.2894736842
Running  26 Iterations, The Training Error rate is  32.4  and the Test Error rate is  33.0263157895
Running  27 Iterations, The Training Error rate is  35.35  and the Test Error rate is  36.1842105263
Running  28 Iterations, The Training Error rate is  35.85  and the Test Error rate is  35.9210526316
Running  29 Iterations, The Training Error rate is  37.6  and the Test Error rate is  38.6842105263
Running  30 Iterations, The Training Error rate is  35.85  and the Test Error rate is  36.9736842105
Running  31 Iterations, The Training Error rate is  35.95  and the Test Error rate is  37.1052631579
Running  32 Iterations, The Training Error rate is  35.65  and the Test Error rate is  35.9210526316
Running  33 Iterations, The Training Error rate is  35.35  and the Test Error rate is  35.9210526316
Running  34 Iterations, The Training Error rate is  35.35  and the Test Error rate is  36.0526315789
Running  35 Iterations, The Training Error rate is  35.05  and the Test Error rate is  36.0526315789
Running  36 Iterations, The Training Error rate is  34.8  and the Test Error rate is  36.3157894737
Running  37 Iterations, The Training Error rate is  31.4  and the Test Error rate is  32.3684210526
Running  38 Iterations, The Training Error rate is  31.05  and the Test Error rate is  32.6315789474
Running  39 Iterations, The Training Error rate is  32.3  and the Test Error rate is  33.8157894737
Running  40 Iterations, The Training Error rate is  30.95  and the Test Error rate is  31.7105263158
Running  41 Iterations, The Training Error rate is  31.4  and the Test Error rate is  32.1052631579
Running  42 Iterations, The Training Error rate is  30.95  and the Test Error rate is  32.3684210526
Running  43 Iterations, The Training Error rate is  30.5  and the Test Error rate is  31.5789473684
Running  44 Iterations, The Training Error rate is  29.65  and the Test Error rate is  30.7894736842
Running  45 Iterations, The Training Error rate is  27.45  and the Test Error rate is  29.0789473684
Running  46 Iterations, The Training Error rate is  26.65  and the Test Error rate is  28.2894736842
Running  47 Iterations, The Training Error rate is  25.9  and the Test Error rate is  27.5
Running  48 Iterations, The Training Error rate is  25.25  and the Test Error rate is  27.1052631579
Running  49 Iterations, The Training Error rate is  21.65  and the Test Error rate is  22.8947368421
Running  50 Iterations, The Training Error rate is  20.95  and the Test Error rate is  22.5
Running  51 Iterations, The Training Error rate is  20.0  and the Test Error rate is  21.8421052632
Running  52 Iterations, The Training Error rate is  20.0  and the Test Error rate is  21.7105263158
Running  53 Iterations, The Training Error rate is  20.65  and the Test Error rate is  22.1052631579
Running  54 Iterations, The Training Error rate is  20.4  and the Test Error rate is  22.2368421053
Running  55 Iterations, The Training Error rate is  20.95  and the Test Error rate is  22.3684210526
Running  56 Iterations, The Training Error rate is  21.05  and the Test Error rate is  22.7631578947
Running  57 Iterations, The Training Error rate is  21.35  and the Test Error rate is  23.5526315789
Running  58 Iterations, The Training Error rate is  21.65  and the Test Error rate is  23.6842105263
Running  59 Iterations, The Training Error rate is  23.5  and the Test Error rate is  25.9210526316
Running  60 Iterations, The Training Error rate is  23.6  and the Test Error rate is  26.0526315789
Running  61 Iterations, The Training Error rate is  23.8  and the Test Error rate is  26.3157894737
Running  62 Iterations, The Training Error rate is  24.0  and the Test Error rate is  26.3157894737
Running  63 Iterations, The Training Error rate is  23.85  and the Test Error rate is  26.4473684211
Running  64 Iterations, The Training Error rate is  25.15  and the Test Error rate is  27.3684210526
Running  65 Iterations, The Training Error rate is  23.65  and the Test Error rate is  25.0
Running  66 Iterations, The Training Error rate is  23.75  and the Test Error rate is  25.0
Running  67 Iterations, The Training Error rate is  23.3  and the Test Error rate is  23.9473684211
Running  68 Iterations, The Training Error rate is  22.85  and the Test Error rate is  23.5526315789
Running  69 Iterations, The Training Error rate is  20.95  and the Test Error rate is  21.1842105263
Running  70 Iterations, The Training Error rate is  22.05  and the Test Error rate is  21.8421052632
Running  71 Iterations, The Training Error rate is  21.9  and the Test Error rate is  21.1842105263
Running  72 Iterations, The Training Error rate is  21.75  and the Test Error rate is  21.5789473684
Running  73 Iterations, The Training Error rate is  21.85  and the Test Error rate is  21.4473684211
Running  74 Iterations, The Training Error rate is  20.5  and the Test Error rate is  20.6578947368
Running  75 Iterations, The Training Error rate is  19.9  and the Test Error rate is  20.3947368421
Running  76 Iterations, The Training Error rate is  19.95  and the Test Error rate is  20.5263157895
Running  77 Iterations, The Training Error rate is  21.8  and the Test Error rate is  22.8947368421
Running  78 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.2894736842
Running  79 Iterations, The Training Error rate is  21.55  and the Test Error rate is  23.4210526316
Running  80 Iterations, The Training Error rate is  20.65  and the Test Error rate is  22.8947368421
Running  81 Iterations, The Training Error rate is  20.5  and the Test Error rate is  23.2894736842
Running  82 Iterations, The Training Error rate is  20.5  and the Test Error rate is  23.0263157895
Running  83 Iterations, The Training Error rate is  19.8  and the Test Error rate is  23.2894736842
Running  84 Iterations, The Training Error rate is  19.95  and the Test Error rate is  23.1578947368
Running  85 Iterations, The Training Error rate is  19.7  and the Test Error rate is  23.2894736842
Running  86 Iterations, The Training Error rate is  19.65  and the Test Error rate is  23.4210526316
Running  87 Iterations, The Training Error rate is  18.25  and the Test Error rate is  21.8421052632
Running  88 Iterations, The Training Error rate is  18.3  and the Test Error rate is  21.9736842105
Running  89 Iterations, The Training Error rate is  18.8  and the Test Error rate is  22.1052631579
Running  90 Iterations, The Training Error rate is  18.9  and the Test Error rate is  22.2368421053
Running  91 Iterations, The Training Error rate is  18.75  and the Test Error rate is  22.2368421053
Running  92 Iterations, The Training Error rate is  18.55  and the Test Error rate is  22.2368421053
Running  93 Iterations, The Training Error rate is  18.4  and the Test Error rate is  22.1052631579
Running  94 Iterations, The Training Error rate is  18.3  and the Test Error rate is  22.3684210526
Running  95 Iterations, The Training Error rate is  18.1  and the Test Error rate is  22.1052631579
Running  96 Iterations, The Training Error rate is  17.6  and the Test Error rate is  21.8421052632
Running  97 Iterations, The Training Error rate is  16.95  and the Test Error rate is  21.4473684211
Running  98 Iterations, The Training Error rate is  16.15  and the Test Error rate is  20.9210526316
Running  99 Iterations, The Training Error rate is  15.55  and the Test Error rate is  20.5263157895
Running  100 Iterations, The Training Error rate is  14.4  and the Test Error rate is  20.0
Running  101 Iterations, The Training Error rate is  14.6  and the Test Error rate is  19.8684210526
Running  102 Iterations, The Training Error rate is  14.15  and the Test Error rate is  19.6052631579
Running  103 Iterations, The Training Error rate is  14.9  and the Test Error rate is  20.0
Running  104 Iterations, The Training Error rate is  14.95  and the Test Error rate is  19.8684210526
Running  105 Iterations, The Training Error rate is  15.8  and the Test Error rate is  20.2631578947
Running  106 Iterations, The Training Error rate is  16.0  and the Test Error rate is  20.5263157895
Running  107 Iterations, The Training Error rate is  16.75  and the Test Error rate is  21.1842105263
Running  108 Iterations, The Training Error rate is  16.8  and the Test Error rate is  21.1842105263
Running  109 Iterations, The Training Error rate is  17.25  and the Test Error rate is  21.4473684211
Running  110 Iterations, The Training Error rate is  17.7  and the Test Error rate is  21.7105263158
Running  111 Iterations, The Training Error rate is  16.95  and the Test Error rate is  21.4473684211
Running  112 Iterations, The Training Error rate is  16.7  and the Test Error rate is  21.3157894737
Running  113 Iterations, The Training Error rate is  15.55  and the Test Error rate is  20.5263157895
Running  114 Iterations, The Training Error rate is  15.35  and the Test Error rate is  20.6578947368
Running  115 Iterations, The Training Error rate is  14.65  and the Test Error rate is  20.2631578947
Running  116 Iterations, The Training Error rate is  14.15  and the Test Error rate is  19.8684210526
Running  117 Iterations, The Training Error rate is  13.8  and the Test Error rate is  19.4736842105
Running  118 Iterations, The Training Error rate is  14.4  and the Test Error rate is  19.8684210526
Running  119 Iterations, The Training Error rate is  14.85  and the Test Error rate is  20.1315789474
Running  120 Iterations, The Training Error rate is  14.4  and the Test Error rate is  20.0
Running  121 Iterations, The Training Error rate is  14.5  and the Test Error rate is  20.0
Running  122 Iterations, The Training Error rate is  15.8  and the Test Error rate is  20.5263157895
Running  123 Iterations, The Training Error rate is  16.3  and the Test Error rate is  20.7894736842
Running  124 Iterations, The Training Error rate is  19.95  and the Test Error rate is  25.2631578947
Running  125 Iterations, The Training Error rate is  19.75  and the Test Error rate is  25.3947368421
Running  126 Iterations, The Training Error rate is  19.7  and the Test Error rate is  25.5263157895
Running  127 Iterations, The Training Error rate is  19.05  and the Test Error rate is  25.3947368421
Running  128 Iterations, The Training Error rate is  18.65  and the Test Error rate is  25.3947368421
Running  129 Iterations, The Training Error rate is  17.85  and the Test Error rate is  25.3947368421
Running  130 Iterations, The Training Error rate is  18.0  and the Test Error rate is  25.2631578947
Running  131 Iterations, The Training Error rate is  18.1  and the Test Error rate is  25.6578947368
Running  132 Iterations, The Training Error rate is  17.8  and the Test Error rate is  25.6578947368
Running  133 Iterations, The Training Error rate is  17.3  and the Test Error rate is  25.9210526316
Running  134 Iterations, The Training Error rate is  13.1  and the Test Error rate is  21.4473684211
Running  135 Iterations, The Training Error rate is  13.0  and the Test Error rate is  21.7105263158
Running  136 Iterations, The Training Error rate is  13.35  and the Test Error rate is  21.7105263158
Running  137 Iterations, The Training Error rate is  13.35  and the Test Error rate is  21.4473684211
Running  138 Iterations, The Training Error rate is  13.7  and the Test Error rate is  21.5789473684
Running  139 Iterations, The Training Error rate is  13.15  and the Test Error rate is  20.9210526316
Running  140 Iterations, The Training Error rate is  12.95  and the Test Error rate is  20.7894736842
Running  141 Iterations, The Training Error rate is  12.5  and the Test Error rate is  20.2631578947
Running  142 Iterations, The Training Error rate is  11.85  and the Test Error rate is  20.7894736842
Running  143 Iterations, The Training Error rate is  11.6  and the Test Error rate is  20.1315789474
Running  144 Iterations, The Training Error rate is  12.55  and the Test Error rate is  19.8684210526
Running  145 Iterations, The Training Error rate is  12.55  and the Test Error rate is  19.4736842105
Running  146 Iterations, The Training Error rate is  12.1  and the Test Error rate is  19.6052631579
Running  147 Iterations, The Training Error rate is  12.1  and the Test Error rate is  19.7368421053
Running  148 Iterations, The Training Error rate is  11.4  and the Test Error rate is  19.6052631579
Running  149 Iterations, The Training Error rate is  11.35  and the Test Error rate is  19.6052631579
Running  150 Iterations, The Training Error rate is  11.5  and the Test Error rate is  19.6052631579
Running  151 Iterations, The Training Error rate is  11.55  and the Test Error rate is  19.6052631579
Running  152 Iterations, The Training Error rate is  11.5  and the Test Error rate is  19.4736842105
Running  153 Iterations, The Training Error rate is  11.7  and the Test Error rate is  19.4736842105
Running  154 Iterations, The Training Error rate is  12.55  and the Test Error rate is  21.7105263158
Running  155 Iterations, The Training Error rate is  12.4  and the Test Error rate is  21.8421052632
Running  156 Iterations, The Training Error rate is  12.8  and the Test Error rate is  22.1052631579
Running  157 Iterations, The Training Error rate is  12.9  and the Test Error rate is  22.1052631579
Running  158 Iterations, The Training Error rate is  12.75  and the Test Error rate is  21.7105263158
Running  159 Iterations, The Training Error rate is  12.95  and the Test Error rate is  21.7105263158
Running  160 Iterations, The Training Error rate is  13.25  and the Test Error rate is  22.7631578947
Running  161 Iterations, The Training Error rate is  13.35  and the Test Error rate is  22.7631578947
Running  162 Iterations, The Training Error rate is  13.3  and the Test Error rate is  22.5
Running  163 Iterations, The Training Error rate is  13.1  and the Test Error rate is  22.8947368421
Running  164 Iterations, The Training Error rate is  11.5  and the Test Error rate is  20.9210526316
Running  165 Iterations, The Training Error rate is  11.45  and the Test Error rate is  20.7894736842
Running  166 Iterations, The Training Error rate is  11.0  and the Test Error rate is  20.2631578947
Running  167 Iterations, The Training Error rate is  13.1  and the Test Error rate is  23.2894736842
Running  168 Iterations, The Training Error rate is  13.1  and the Test Error rate is  23.2894736842
Running  169 Iterations, The Training Error rate is  13.35  and the Test Error rate is  24.0789473684
Running  170 Iterations, The Training Error rate is  12.55  and the Test Error rate is  23.0263157895
Running  171 Iterations, The Training Error rate is  13.55  and the Test Error rate is  25.0
Running  172 Iterations, The Training Error rate is  12.5  and the Test Error rate is  24.0789473684
Running  173 Iterations, The Training Error rate is  15.45  and the Test Error rate is  28.0263157895
Running  174 Iterations, The Training Error rate is  15.15  and the Test Error rate is  27.6315789474
Running  175 Iterations, The Training Error rate is  15.1  and the Test Error rate is  27.8947368421
Running  176 Iterations, The Training Error rate is  15.05  and the Test Error rate is  28.1578947368
Running  177 Iterations, The Training Error rate is  12.85  and the Test Error rate is  25.3947368421
Running  178 Iterations, The Training Error rate is  13.0  and the Test Error rate is  25.6578947368
Running  179 Iterations, The Training Error rate is  13.55  and the Test Error rate is  26.0526315789
Running  180 Iterations, The Training Error rate is  13.85  and the Test Error rate is  26.3157894737
Running  181 Iterations, The Training Error rate is  12.85  and the Test Error rate is  24.4736842105
Running  182 Iterations, The Training Error rate is  16.95  and the Test Error rate is  28.8157894737
Running  183 Iterations, The Training Error rate is  14.15  and the Test Error rate is  25.3947368421
Running  184 Iterations, The Training Error rate is  14.0  and the Test Error rate is  25.7894736842
Running  185 Iterations, The Training Error rate is  16.8  and the Test Error rate is  29.3421052632
Running  186 Iterations, The Training Error rate is  16.65  and the Test Error rate is  29.3421052632
Running  187 Iterations, The Training Error rate is  16.45  and the Test Error rate is  28.9473684211
Running  188 Iterations, The Training Error rate is  16.15  and the Test Error rate is  29.0789473684
Running  189 Iterations, The Training Error rate is  14.95  and the Test Error rate is  28.0263157895
Running  190 Iterations, The Training Error rate is  18.1  and the Test Error rate is  31.8421052632
Running  191 Iterations, The Training Error rate is  17.6  and the Test Error rate is  31.7105263158
Running  192 Iterations, The Training Error rate is  16.2  and the Test Error rate is  30.3947368421
Running  193 Iterations, The Training Error rate is  15.85  and the Test Error rate is  29.6052631579
Running  194 Iterations, The Training Error rate is  17.4  and the Test Error rate is  31.4473684211
Running  195 Iterations, The Training Error rate is  14.65  and the Test Error rate is  27.6315789474
Running  196 Iterations, The Training Error rate is  14.55  and the Test Error rate is  27.1052631579
Running  197 Iterations, The Training Error rate is  14.45  and the Test Error rate is  27.3684210526
Running  198 Iterations, The Training Error rate is  15.0  and the Test Error rate is  27.6315789474
Running  199 Iterations, The Training Error rate is  15.05  and the Test Error rate is  27.6315789474
Running  200 Iterations, The Training Error rate is  11.85  and the Test Error rate is  23.6842105263
Running  201 Iterations, The Training Error rate is  15.3  and the Test Error rate is  27.3684210526
Running  202 Iterations, The Training Error rate is  12.85  and the Test Error rate is  24.6052631579
Running  203 Iterations, The Training Error rate is  15.3  and the Test Error rate is  27.7631578947
Running  204 Iterations, The Training Error rate is  13.8  and the Test Error rate is  25.6578947368
Running  205 Iterations, The Training Error rate is  15.0  and the Test Error rate is  27.5
Running  206 Iterations, The Training Error rate is  15.0  and the Test Error rate is  27.6315789474
Running  207 Iterations, The Training Error rate is  18.0  and the Test Error rate is  31.1842105263
Running  208 Iterations, The Training Error rate is  17.45  and the Test Error rate is  30.5263157895
Running  209 Iterations, The Training Error rate is  17.35  and the Test Error rate is  30.3947368421
Running  210 Iterations, The Training Error rate is  20.2  and the Test Error rate is  34.3421052632
Running  211 Iterations, The Training Error rate is  16.8  and the Test Error rate is  30.6578947368
Running  212 Iterations, The Training Error rate is  18.4  and the Test Error rate is  32.5
Running  213 Iterations, The Training Error rate is  15.85  and the Test Error rate is  29.2105263158
Running  214 Iterations, The Training Error rate is  15.9  and the Test Error rate is  29.3421052632
Running  215 Iterations, The Training Error rate is  15.35  and the Test Error rate is  28.1578947368
Running  216 Iterations, The Training Error rate is  15.35  and the Test Error rate is  28.4210526316
Running  217 Iterations, The Training Error rate is  12.3  and the Test Error rate is  24.6052631579
Running  218 Iterations, The Training Error rate is  12.5  and the Test Error rate is  24.8684210526
Running  219 Iterations, The Training Error rate is  12.55  and the Test Error rate is  25.1315789474
Running  220 Iterations, The Training Error rate is  9.75  and the Test Error rate is  21.3157894737
Running  221 Iterations, The Training Error rate is  9.65  and the Test Error rate is  21.3157894737
Running  222 Iterations, The Training Error rate is  8.15  and the Test Error rate is  19.7368421053
Running  223 Iterations, The Training Error rate is  8.1  and the Test Error rate is  19.7368421053
Running  224 Iterations, The Training Error rate is  10.5  and the Test Error rate is  22.5
Running  225 Iterations, The Training Error rate is  9.6  and the Test Error rate is  21.9736842105
Running  226 Iterations, The Training Error rate is  10.15  and the Test Error rate is  22.6315789474
Running  227 Iterations, The Training Error rate is  9.95  and the Test Error rate is  22.8947368421
Running  228 Iterations, The Training Error rate is  12.1  and the Test Error rate is  25.3947368421
Running  229 Iterations, The Training Error rate is  12.05  and the Test Error rate is  25.3947368421
Running  230 Iterations, The Training Error rate is  13.2  and the Test Error rate is  27.6315789474
Running  231 Iterations, The Training Error rate is  13.4  and the Test Error rate is  27.8947368421
Running  232 Iterations, The Training Error rate is  13.05  and the Test Error rate is  27.3684210526
Running  233 Iterations, The Training Error rate is  13.15  and the Test Error rate is  27.3684210526
Running  234 Iterations, The Training Error rate is  10.45  and the Test Error rate is  24.3421052632
Running  235 Iterations, The Training Error rate is  11.0  and the Test Error rate is  25.0
Running  236 Iterations, The Training Error rate is  10.3  and the Test Error rate is  24.0789473684
Running  237 Iterations, The Training Error rate is  12.65  and the Test Error rate is  26.3157894737
Running  238 Iterations, The Training Error rate is  10.1  and the Test Error rate is  23.5526315789
Running  239 Iterations, The Training Error rate is  11.5  and the Test Error rate is  24.7368421053
Running  240 Iterations, The Training Error rate is  10.2  and the Test Error rate is  22.8947368421
Running  241 Iterations, The Training Error rate is  10.35  and the Test Error rate is  22.8947368421
Running  242 Iterations, The Training Error rate is  10.35  and the Test Error rate is  22.8947368421
Running  243 Iterations, The Training Error rate is  11.5  and the Test Error rate is  24.3421052632
Running  244 Iterations, The Training Error rate is  11.7  and the Test Error rate is  24.7368421053
Running  245 Iterations, The Training Error rate is  11.55  and the Test Error rate is  24.0789473684
Running  246 Iterations, The Training Error rate is  11.85  and the Test Error rate is  24.3421052632
Running  247 Iterations, The Training Error rate is  9.75  and the Test Error rate is  22.1052631579
Running  248 Iterations, The Training Error rate is  9.9  and the Test Error rate is  22.3684210526
Running  249 Iterations, The Training Error rate is  11.35  and the Test Error rate is  24.2105263158
Running  250 Iterations, The Training Error rate is  11.05  and the Test Error rate is  23.8157894737
Running  251 Iterations, The Training Error rate is  12.25  and the Test Error rate is  25.1315789474
Running  252 Iterations, The Training Error rate is  12.5  and the Test Error rate is  25.7894736842
Running  253 Iterations, The Training Error rate is  11.7  and the Test Error rate is  24.6052631579
Running  254 Iterations, The Training Error rate is  12.05  and the Test Error rate is  25.0
Running  255 Iterations, The Training Error rate is  12.05  and the Test Error rate is  25.0
Running  256 Iterations, The Training Error rate is  11.95  and the Test Error rate is  25.0
Running  257 Iterations, The Training Error rate is  12.6  and the Test Error rate is  25.3947368421
Running  258 Iterations, The Training Error rate is  12.65  and the Test Error rate is  25.3947368421
Running  259 Iterations, The Training Error rate is  10.4  and the Test Error rate is  22.5
Running  260 Iterations, The Training Error rate is  10.6  and the Test Error rate is  22.5
Running  261 Iterations, The Training Error rate is  9.1  and the Test Error rate is  20.9210526316
Running  262 Iterations, The Training Error rate is  11.9  and the Test Error rate is  23.6842105263
Running  263 Iterations, The Training Error rate is  11.65  and the Test Error rate is  23.8157894737
Running  264 Iterations, The Training Error rate is  11.25  and the Test Error rate is  23.2894736842
Running  265 Iterations, The Training Error rate is  10.75  and the Test Error rate is  23.2894736842
Running  266 Iterations, The Training Error rate is  10.65  and the Test Error rate is  22.8947368421
Running  267 Iterations, The Training Error rate is  9.75  and the Test Error rate is  22.5
Running  268 Iterations, The Training Error rate is  11.05  and the Test Error rate is  24.6052631579
Running  269 Iterations, The Training Error rate is  10.4  and the Test Error rate is  24.4736842105
Running  270 Iterations, The Training Error rate is  11.3  and the Test Error rate is  25.7894736842
Running  271 Iterations, The Training Error rate is  11.25  and the Test Error rate is  26.0526315789
Running  272 Iterations, The Training Error rate is  8.45  and the Test Error rate is  23.2894736842
Running  273 Iterations, The Training Error rate is  8.3  and the Test Error rate is  23.1578947368
Running  274 Iterations, The Training Error rate is  8.25  and the Test Error rate is  23.1578947368
Running  275 Iterations, The Training Error rate is  9.2  and the Test Error rate is  24.4736842105
Running  276 Iterations, The Training Error rate is  9.1  and the Test Error rate is  24.8684210526
Running  277 Iterations, The Training Error rate is  12.0  and the Test Error rate is  27.8947368421
Running  278 Iterations, The Training Error rate is  10.6  and the Test Error rate is  25.7894736842
Running  279 Iterations, The Training Error rate is  11.85  and the Test Error rate is  27.1052631579
Running  280 Iterations, The Training Error rate is  10.65  and the Test Error rate is  25.7894736842
Running  281 Iterations, The Training Error rate is  10.65  and the Test Error rate is  25.6578947368
Running  282 Iterations, The Training Error rate is  10.65  and the Test Error rate is  25.2631578947
Running  283 Iterations, The Training Error rate is  10.6  and the Test Error rate is  25.1315789474
Running  284 Iterations, The Training Error rate is  10.6  and the Test Error rate is  25.1315789474
Running  285 Iterations, The Training Error rate is  9.6  and the Test Error rate is  23.5526315789
Running  286 Iterations, The Training Error rate is  9.65  and the Test Error rate is  23.5526315789
Running  287 Iterations, The Training Error rate is  8.15  and the Test Error rate is  21.8421052632
Running  288 Iterations, The Training Error rate is  8.1  and the Test Error rate is  21.8421052632
Running  289 Iterations, The Training Error rate is  6.8  and the Test Error rate is  20.3947368421
Running  290 Iterations, The Training Error rate is  6.9  and the Test Error rate is  20.3947368421
Running  291 Iterations, The Training Error rate is  9.15  and the Test Error rate is  22.6315789474
Running  292 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.6315789474
Running  293 Iterations, The Training Error rate is  9.5  and the Test Error rate is  22.6315789474
Running  294 Iterations, The Training Error rate is  9.5  and the Test Error rate is  22.6315789474
Running  295 Iterations, The Training Error rate is  12.7  and the Test Error rate is  26.5789473684
Running  296 Iterations, The Training Error rate is  12.85  and the Test Error rate is  26.7105263158
Running  297 Iterations, The Training Error rate is  11.65  and the Test Error rate is  25.3947368421
Running  298 Iterations, The Training Error rate is  11.8  and the Test Error rate is  25.3947368421
Running  299 Iterations, The Training Error rate is  14.5  and the Test Error rate is  28.9473684211
Running  300 Iterations, The Training Error rate is  14.7  and the Test Error rate is  28.9473684211
Running  301 Iterations, The Training Error rate is  12.55  and the Test Error rate is  26.8421052632
Running  302 Iterations, The Training Error rate is  13.2  and the Test Error rate is  27.2368421053
Running  303 Iterations, The Training Error rate is  12.7  and the Test Error rate is  27.3684210526
Running  304 Iterations, The Training Error rate is  15.15  and the Test Error rate is  29.8684210526
Running  305 Iterations, The Training Error rate is  12.0  and the Test Error rate is  26.1842105263
Running  306 Iterations, The Training Error rate is  13.25  and the Test Error rate is  26.5789473684
Running  307 Iterations, The Training Error rate is  12.95  and the Test Error rate is  26.8421052632
Running  308 Iterations, The Training Error rate is  12.85  and the Test Error rate is  26.5789473684
Running  309 Iterations, The Training Error rate is  10.15  and the Test Error rate is  23.1578947368
Running  310 Iterations, The Training Error rate is  10.25  and the Test Error rate is  22.8947368421
Running  311 Iterations, The Training Error rate is  13.65  and the Test Error rate is  26.5789473684
Running  312 Iterations, The Training Error rate is  13.4  and the Test Error rate is  26.0526315789
Running  313 Iterations, The Training Error rate is  13.9  and the Test Error rate is  26.0526315789
Running  314 Iterations, The Training Error rate is  11.9  and the Test Error rate is  23.2894736842
Running  315 Iterations, The Training Error rate is  12.35  and the Test Error rate is  23.2894736842
Running  316 Iterations, The Training Error rate is  11.65  and the Test Error rate is  22.7631578947
Running  317 Iterations, The Training Error rate is  12.15  and the Test Error rate is  22.5
Running  318 Iterations, The Training Error rate is  12.65  and the Test Error rate is  23.0263157895
Running  319 Iterations, The Training Error rate is  13.05  and the Test Error rate is  23.0263157895
Running  320 Iterations, The Training Error rate is  12.95  and the Test Error rate is  22.8947368421
Running  321 Iterations, The Training Error rate is  10.2  and the Test Error rate is  19.2105263158
Running  322 Iterations, The Training Error rate is  10.4  and the Test Error rate is  19.2105263158
Running  323 Iterations, The Training Error rate is  10.75  and the Test Error rate is  19.0789473684
Running  324 Iterations, The Training Error rate is  10.4  and the Test Error rate is  19.2105263158
Running  325 Iterations, The Training Error rate is  13.2  and the Test Error rate is  22.3684210526
Running  326 Iterations, The Training Error rate is  12.5  and the Test Error rate is  22.3684210526
Running  327 Iterations, The Training Error rate is  12.05  and the Test Error rate is  22.1052631579
Running  328 Iterations, The Training Error rate is  11.55  and the Test Error rate is  21.8421052632
Running  329 Iterations, The Training Error rate is  12.7  and the Test Error rate is  22.6315789474
Running  330 Iterations, The Training Error rate is  12.6  and the Test Error rate is  23.2894736842
Running  331 Iterations, The Training Error rate is  12.3  and the Test Error rate is  23.2894736842
Running  332 Iterations, The Training Error rate is  11.6  and the Test Error rate is  23.4210526316
Running  333 Iterations, The Training Error rate is  11.3  and the Test Error rate is  23.9473684211
Running  334 Iterations, The Training Error rate is  11.2  and the Test Error rate is  24.0789473684
Running  335 Iterations, The Training Error rate is  10.3  and the Test Error rate is  23.5526315789
Running  336 Iterations, The Training Error rate is  10.4  and the Test Error rate is  23.5526315789
Running  337 Iterations, The Training Error rate is  10.45  and the Test Error rate is  23.8157894737
Running  338 Iterations, The Training Error rate is  10.4  and the Test Error rate is  23.5526315789
Running  339 Iterations, The Training Error rate is  8.9  and the Test Error rate is  22.7631578947
Running  340 Iterations, The Training Error rate is  8.9  and the Test Error rate is  22.1052631579
Running  341 Iterations, The Training Error rate is  8.5  and the Test Error rate is  22.1052631579
Running  342 Iterations, The Training Error rate is  9.45  and the Test Error rate is  23.0263157895
Running  343 Iterations, The Training Error rate is  8.9  and the Test Error rate is  22.6315789474
Running  344 Iterations, The Training Error rate is  11.6  and the Test Error rate is  25.1315789474
Running  345 Iterations, The Training Error rate is  9.25  and the Test Error rate is  22.5
Running  346 Iterations, The Training Error rate is  10.7  and the Test Error rate is  23.5526315789
Running  347 Iterations, The Training Error rate is  10.7  and the Test Error rate is  23.6842105263
Running  348 Iterations, The Training Error rate is  11.25  and the Test Error rate is  23.9473684211
Running  349 Iterations, The Training Error rate is  11.55  and the Test Error rate is  24.2105263158
Running  350 Iterations, The Training Error rate is  12.0  and the Test Error rate is  24.6052631579
Running  351 Iterations, The Training Error rate is  12.35  and the Test Error rate is  24.6052631579
Running  352 Iterations, The Training Error rate is  12.15  and the Test Error rate is  23.5526315789
Running  353 Iterations, The Training Error rate is  12.3  and the Test Error rate is  23.5526315789
Running  354 Iterations, The Training Error rate is  11.5  and the Test Error rate is  23.1578947368
Running  355 Iterations, The Training Error rate is  11.65  and the Test Error rate is  23.1578947368
Running  356 Iterations, The Training Error rate is  11.3  and the Test Error rate is  23.5526315789
Running  357 Iterations, The Training Error rate is  11.4  and the Test Error rate is  23.4210526316
Running  358 Iterations, The Training Error rate is  11.4  and the Test Error rate is  23.5526315789
Running  359 Iterations, The Training Error rate is  11.3  and the Test Error rate is  23.2894736842
Running  360 Iterations, The Training Error rate is  10.75  and the Test Error rate is  23.2894736842
Running  361 Iterations, The Training Error rate is  11.5  and the Test Error rate is  24.0789473684
Running  362 Iterations, The Training Error rate is  10.6  and the Test Error rate is  24.2105263158
Running  363 Iterations, The Training Error rate is  10.45  and the Test Error rate is  24.0789473684
Running  364 Iterations, The Training Error rate is  8.45  and the Test Error rate is  21.9736842105
Running  365 Iterations, The Training Error rate is  8.25  and the Test Error rate is  21.7105263158
Running  366 Iterations, The Training Error rate is  7.3  and the Test Error rate is  20.2631578947
Running  367 Iterations, The Training Error rate is  8.0  and the Test Error rate is  20.0
Running  368 Iterations, The Training Error rate is  7.6  and the Test Error rate is  19.8684210526
Running  369 Iterations, The Training Error rate is  7.75  and the Test Error rate is  19.8684210526
Running  370 Iterations, The Training Error rate is  8.05  and the Test Error rate is  20.0
Running  371 Iterations, The Training Error rate is  7.0  and the Test Error rate is  19.0789473684
Running  372 Iterations, The Training Error rate is  7.5  and the Test Error rate is  19.0789473684
Running  373 Iterations, The Training Error rate is  7.65  and the Test Error rate is  19.0789473684
Running  374 Iterations, The Training Error rate is  7.85  and the Test Error rate is  19.0789473684
Running  375 Iterations, The Training Error rate is  8.1  and the Test Error rate is  19.2105263158
Running  376 Iterations, The Training Error rate is  7.95  and the Test Error rate is  19.2105263158
Running  377 Iterations, The Training Error rate is  7.7  and the Test Error rate is  19.4736842105
Running  378 Iterations, The Training Error rate is  7.65  and the Test Error rate is  19.4736842105
Running  379 Iterations, The Training Error rate is  8.7  and the Test Error rate is  20.5263157895
Running  380 Iterations, The Training Error rate is  8.55  and the Test Error rate is  20.5263157895
Running  381 Iterations, The Training Error rate is  8.9  and the Test Error rate is  20.6578947368
Running  382 Iterations, The Training Error rate is  8.85  and the Test Error rate is  20.7894736842
Running  383 Iterations, The Training Error rate is  9.2  and the Test Error rate is  20.9210526316
Running  384 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.9210526316
Running  385 Iterations, The Training Error rate is  9.3  and the Test Error rate is  20.9210526316
Running  386 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.9210526316
Running  387 Iterations, The Training Error rate is  8.9  and the Test Error rate is  20.9210526316
Running  388 Iterations, The Training Error rate is  9.2  and the Test Error rate is  20.9210526316
Running  389 Iterations, The Training Error rate is  7.85  and the Test Error rate is  20.0
Running  390 Iterations, The Training Error rate is  8.3  and the Test Error rate is  19.8684210526
Running  391 Iterations, The Training Error rate is  8.0  and the Test Error rate is  19.8684210526
Running  392 Iterations, The Training Error rate is  7.85  and the Test Error rate is  19.6052631579
Running  393 Iterations, The Training Error rate is  7.55  and the Test Error rate is  19.6052631579
Running  394 Iterations, The Training Error rate is  7.35  and the Test Error rate is  19.3421052632
Running  395 Iterations, The Training Error rate is  7.35  and the Test Error rate is  19.4736842105
Running  396 Iterations, The Training Error rate is  8.6  and the Test Error rate is  21.1842105263
Running  397 Iterations, The Training Error rate is  8.55  and the Test Error rate is  21.1842105263
Running  398 Iterations, The Training Error rate is  8.35  and the Test Error rate is  21.4473684211
Running  399 Iterations, The Training Error rate is  8.4  and the Test Error rate is  21.3157894737
Running  400 Iterations, The Training Error rate is  7.85  and the Test Error rate is  21.3157894737
Running  401 Iterations, The Training Error rate is  9.2  and the Test Error rate is  22.5
Running  402 Iterations, The Training Error rate is  8.9  and the Test Error rate is  22.6315789474
Running  403 Iterations, The Training Error rate is  8.75  and the Test Error rate is  22.5
Running  404 Iterations, The Training Error rate is  8.65  and the Test Error rate is  22.7631578947
Running  405 Iterations, The Training Error rate is  8.9  and the Test Error rate is  22.6315789474
Running  406 Iterations, The Training Error rate is  7.5  and the Test Error rate is  20.9210526316
Running  407 Iterations, The Training Error rate is  7.5  and the Test Error rate is  20.6578947368
Running  408 Iterations, The Training Error rate is  7.4  and the Test Error rate is  20.3947368421
Running  409 Iterations, The Training Error rate is  8.45  and the Test Error rate is  21.0526315789
Running  410 Iterations, The Training Error rate is  8.45  and the Test Error rate is  21.0526315789
Running  411 Iterations, The Training Error rate is  7.1  and the Test Error rate is  19.7368421053
Running  412 Iterations, The Training Error rate is  7.7  and the Test Error rate is  19.7368421053
Running  413 Iterations, The Training Error rate is  7.8  and the Test Error rate is  19.7368421053
Running  414 Iterations, The Training Error rate is  7.85  and the Test Error rate is  19.4736842105
Running  415 Iterations, The Training Error rate is  7.55  and the Test Error rate is  19.3421052632
Running  416 Iterations, The Training Error rate is  7.65  and the Test Error rate is  19.3421052632
Running  417 Iterations, The Training Error rate is  7.65  and the Test Error rate is  19.3421052632
Running  418 Iterations, The Training Error rate is  7.6  and the Test Error rate is  19.3421052632
Running  419 Iterations, The Training Error rate is  7.15  and the Test Error rate is  18.9473684211
Running  420 Iterations, The Training Error rate is  7.2  and the Test Error rate is  18.9473684211
Running  421 Iterations, The Training Error rate is  8.95  and the Test Error rate is  20.6578947368
Running  422 Iterations, The Training Error rate is  8.5  and the Test Error rate is  20.6578947368
Running  423 Iterations, The Training Error rate is  8.45  and the Test Error rate is  20.6578947368
Running  424 Iterations, The Training Error rate is  8.6  and the Test Error rate is  20.9210526316
Running  425 Iterations, The Training Error rate is  9.05  and the Test Error rate is  21.0526315789
Running  426 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.0526315789
Running  427 Iterations, The Training Error rate is  10.05  and the Test Error rate is  21.7105263158
Running  428 Iterations, The Training Error rate is  10.05  and the Test Error rate is  21.8421052632
Running  429 Iterations, The Training Error rate is  9.45  and the Test Error rate is  21.4473684211
Running  430 Iterations, The Training Error rate is  9.9  and the Test Error rate is  21.4473684211
Running  431 Iterations, The Training Error rate is  8.0  and the Test Error rate is  19.8684210526
Running  432 Iterations, The Training Error rate is  8.05  and the Test Error rate is  20.0
Running  433 Iterations, The Training Error rate is  8.05  and the Test Error rate is  20.1315789474
Running  434 Iterations, The Training Error rate is  8.0  and the Test Error rate is  20.1315789474
Running  435 Iterations, The Training Error rate is  7.85  and the Test Error rate is  20.2631578947
Running  436 Iterations, The Training Error rate is  7.85  and the Test Error rate is  20.0
Running  437 Iterations, The Training Error rate is  9.4  and the Test Error rate is  21.8421052632
Running  438 Iterations, The Training Error rate is  9.45  and the Test Error rate is  21.5789473684
Running  439 Iterations, The Training Error rate is  9.6  and the Test Error rate is  21.7105263158
Running  440 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.5789473684
Running  441 Iterations, The Training Error rate is  9.35  and the Test Error rate is  21.5789473684
Running  442 Iterations, The Training Error rate is  9.3  and the Test Error rate is  21.3157894737
Running  443 Iterations, The Training Error rate is  9.45  and the Test Error rate is  21.3157894737
Running  444 Iterations, The Training Error rate is  9.65  and the Test Error rate is  21.4473684211
Running  445 Iterations, The Training Error rate is  9.4  and the Test Error rate is  21.4473684211
Running  446 Iterations, The Training Error rate is  9.8  and the Test Error rate is  21.9736842105
Running  447 Iterations, The Training Error rate is  7.25  and the Test Error rate is  19.7368421053
Running  448 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.5789473684
Running  449 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.5789473684
Running  450 Iterations, The Training Error rate is  10.25  and the Test Error rate is  22.5
Running  451 Iterations, The Training Error rate is  10.15  and the Test Error rate is  22.6315789474
Running  452 Iterations, The Training Error rate is  10.5  and the Test Error rate is  22.8947368421
Running  453 Iterations, The Training Error rate is  10.65  and the Test Error rate is  23.1578947368
Running  454 Iterations, The Training Error rate is  10.8  and the Test Error rate is  23.1578947368
Running  455 Iterations, The Training Error rate is  10.85  and the Test Error rate is  23.2894736842
Running  456 Iterations, The Training Error rate is  10.75  and the Test Error rate is  23.5526315789
Running  457 Iterations, The Training Error rate is  11.25  and the Test Error rate is  24.0789473684
Running  458 Iterations, The Training Error rate is  9.5  and the Test Error rate is  22.5
Running  459 Iterations, The Training Error rate is  9.9  and the Test Error rate is  22.6315789474
Running  460 Iterations, The Training Error rate is  9.1  and the Test Error rate is  21.9736842105
Running  461 Iterations, The Training Error rate is  9.35  and the Test Error rate is  21.9736842105
Running  462 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.8421052632
Running  463 Iterations, The Training Error rate is  8.55  and the Test Error rate is  21.3157894737
Running  464 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.8421052632
Running  465 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.7105263158
Running  466 Iterations, The Training Error rate is  8.7  and the Test Error rate is  21.0526315789
Running  467 Iterations, The Training Error rate is  8.35  and the Test Error rate is  20.3947368421
Running  468 Iterations, The Training Error rate is  8.3  and the Test Error rate is  20.1315789474
Running  469 Iterations, The Training Error rate is  8.0  and the Test Error rate is  19.8684210526
Running  470 Iterations, The Training Error rate is  7.7  and the Test Error rate is  19.8684210526
Running  471 Iterations, The Training Error rate is  7.6  and the Test Error rate is  19.8684210526
Running  472 Iterations, The Training Error rate is  7.55  and the Test Error rate is  19.6052631579
Running  473 Iterations, The Training Error rate is  7.65  and the Test Error rate is  19.7368421053
Running  474 Iterations, The Training Error rate is  6.5  and the Test Error rate is  18.8157894737
Running  475 Iterations, The Training Error rate is  6.65  and the Test Error rate is  18.8157894737
Running  476 Iterations, The Training Error rate is  6.55  and the Test Error rate is  18.9473684211
Running  477 Iterations, The Training Error rate is  6.35  and the Test Error rate is  19.0789473684
Running  478 Iterations, The Training Error rate is  6.4  and the Test Error rate is  19.2105263158
Running  479 Iterations, The Training Error rate is  6.3  and the Test Error rate is  19.3421052632
Running  480 Iterations, The Training Error rate is  6.45  and the Test Error rate is  19.2105263158
Running  481 Iterations, The Training Error rate is  6.2  and the Test Error rate is  19.0789473684
Running  482 Iterations, The Training Error rate is  6.1  and the Test Error rate is  19.4736842105
Running  483 Iterations, The Training Error rate is  6.05  and the Test Error rate is  19.6052631579
Running  484 Iterations, The Training Error rate is  5.9  and the Test Error rate is  19.7368421053
Running  485 Iterations, The Training Error rate is  5.95  and the Test Error rate is  19.6052631579
Running  486 Iterations, The Training Error rate is  6.2  and the Test Error rate is  19.4736842105
Running  487 Iterations, The Training Error rate is  6.4  and the Test Error rate is  19.2105263158
Running  488 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.9473684211
Running  489 Iterations, The Training Error rate is  6.75  and the Test Error rate is  18.6842105263
Running  490 Iterations, The Training Error rate is  6.5  and the Test Error rate is  18.5526315789
Running  491 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.4210526316
Running  492 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.0263157895
Running  493 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.6315789474
Running  494 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.5
Running  495 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.6315789474
Running  496 Iterations, The Training Error rate is  7.6  and the Test Error rate is  17.5
Running  497 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.3684210526
Running  498 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.5
Running  499 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.2368421053
Running  500 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.2368421053
Running  501 Iterations, The Training Error rate is  6.5  and the Test Error rate is  16.9736842105
Running  502 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.2368421053
Running  503 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.6315789474
Running  504 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  505 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.5
Running  506 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.6315789474
Running  507 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.7631578947
Running  508 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.8947368421
Running  509 Iterations, The Training Error rate is  7.2  and the Test Error rate is  18.1578947368
Running  510 Iterations, The Training Error rate is  7.35  and the Test Error rate is  18.2894736842
Running  511 Iterations, The Training Error rate is  7.45  and the Test Error rate is  18.4210526316
Running  512 Iterations, The Training Error rate is  7.45  and the Test Error rate is  18.1578947368
Running  513 Iterations, The Training Error rate is  8.05  and the Test Error rate is  18.9473684211
Running  514 Iterations, The Training Error rate is  8.15  and the Test Error rate is  19.0789473684
Running  515 Iterations, The Training Error rate is  8.2  and the Test Error rate is  19.3421052632
Running  516 Iterations, The Training Error rate is  8.35  and the Test Error rate is  19.4736842105
Running  517 Iterations, The Training Error rate is  8.9  and the Test Error rate is  20.0
Running  518 Iterations, The Training Error rate is  9.05  and the Test Error rate is  20.0
Running  519 Iterations, The Training Error rate is  9.9  and the Test Error rate is  21.3157894737
Running  520 Iterations, The Training Error rate is  10.1  and the Test Error rate is  21.3157894737
Running  521 Iterations, The Training Error rate is  10.8  and the Test Error rate is  21.7105263158
Running  522 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.9736842105
Running  523 Iterations, The Training Error rate is  9.55  and the Test Error rate is  21.3157894737
Running  524 Iterations, The Training Error rate is  11.6  and the Test Error rate is  23.1578947368
Running  525 Iterations, The Training Error rate is  11.45  and the Test Error rate is  23.2894736842
Running  526 Iterations, The Training Error rate is  11.4  and the Test Error rate is  23.4210526316
Running  527 Iterations, The Training Error rate is  11.35  and the Test Error rate is  23.4210526316
Running  528 Iterations, The Training Error rate is  11.45  and the Test Error rate is  23.5526315789
Running  529 Iterations, The Training Error rate is  10.05  and the Test Error rate is  22.5
Running  530 Iterations, The Training Error rate is  10.35  and the Test Error rate is  22.6315789474
Running  531 Iterations, The Training Error rate is  9.7  and the Test Error rate is  22.5
Running  532 Iterations, The Training Error rate is  9.5  and the Test Error rate is  22.2368421053
Running  533 Iterations, The Training Error rate is  9.6  and the Test Error rate is  21.9736842105
Running  534 Iterations, The Training Error rate is  7.9  and the Test Error rate is  20.2631578947
Running  535 Iterations, The Training Error rate is  7.85  and the Test Error rate is  20.0
Running  536 Iterations, The Training Error rate is  8.4  and the Test Error rate is  20.0
Running  537 Iterations, The Training Error rate is  7.85  and the Test Error rate is  19.6052631579
Running  538 Iterations, The Training Error rate is  7.65  and the Test Error rate is  19.4736842105
Running  539 Iterations, The Training Error rate is  7.55  and the Test Error rate is  19.3421052632
Running  540 Iterations, The Training Error rate is  8.35  and the Test Error rate is  20.0
Running  541 Iterations, The Training Error rate is  8.25  and the Test Error rate is  20.0
Running  542 Iterations, The Training Error rate is  8.45  and the Test Error rate is  20.2631578947
Running  543 Iterations, The Training Error rate is  8.5  and the Test Error rate is  20.5263157895
Running  544 Iterations, The Training Error rate is  8.25  and the Test Error rate is  20.5263157895
Running  545 Iterations, The Training Error rate is  8.6  and the Test Error rate is  21.0526315789
Running  546 Iterations, The Training Error rate is  8.0  and the Test Error rate is  21.0526315789
Running  547 Iterations, The Training Error rate is  8.5  and the Test Error rate is  21.5789473684
Running  548 Iterations, The Training Error rate is  8.6  and the Test Error rate is  21.5789473684
Running  549 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.7105263158
Running  550 Iterations, The Training Error rate is  7.3  and the Test Error rate is  20.7894736842
Running  551 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.3684210526
Running  552 Iterations, The Training Error rate is  8.9  and the Test Error rate is  22.2368421053
Running  553 Iterations, The Training Error rate is  8.85  and the Test Error rate is  22.1052631579
Running  554 Iterations, The Training Error rate is  8.7  and the Test Error rate is  21.9736842105
Running  555 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.5789473684
Running  556 Iterations, The Training Error rate is  8.7  and the Test Error rate is  21.4473684211
Running  557 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.4473684211
Running  558 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.4473684211
Running  559 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.4473684211
Running  560 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.5789473684
Running  561 Iterations, The Training Error rate is  7.5  and the Test Error rate is  20.0
Running  562 Iterations, The Training Error rate is  7.7  and the Test Error rate is  20.1315789474
Running  563 Iterations, The Training Error rate is  7.7  and the Test Error rate is  20.0
Running  564 Iterations, The Training Error rate is  8.25  and the Test Error rate is  20.1315789474
Running  565 Iterations, The Training Error rate is  7.8  and the Test Error rate is  20.0
Running  566 Iterations, The Training Error rate is  8.3  and the Test Error rate is  20.0
Running  567 Iterations, The Training Error rate is  7.25  and the Test Error rate is  19.6052631579
Running  568 Iterations, The Training Error rate is  7.45  and the Test Error rate is  19.4736842105
Running  569 Iterations, The Training Error rate is  7.75  and the Test Error rate is  19.4736842105
Running  570 Iterations, The Training Error rate is  7.75  and the Test Error rate is  19.2105263158
Running  571 Iterations, The Training Error rate is  7.5  and the Test Error rate is  19.0789473684
Running  572 Iterations, The Training Error rate is  7.85  and the Test Error rate is  19.2105263158
Running  573 Iterations, The Training Error rate is  7.75  and the Test Error rate is  19.2105263158
Running  574 Iterations, The Training Error rate is  7.5  and the Test Error rate is  19.2105263158
Running  575 Iterations, The Training Error rate is  7.75  and the Test Error rate is  19.3421052632
Running  576 Iterations, The Training Error rate is  7.4  and the Test Error rate is  19.2105263158
Running  577 Iterations, The Training Error rate is  7.75  and the Test Error rate is  19.0789473684
Running  578 Iterations, The Training Error rate is  7.65  and the Test Error rate is  19.2105263158
Running  579 Iterations, The Training Error rate is  7.35  and the Test Error rate is  19.2105263158
Running  580 Iterations, The Training Error rate is  8.2  and the Test Error rate is  19.8684210526
Running  581 Iterations, The Training Error rate is  8.15  and the Test Error rate is  20.0
Running  582 Iterations, The Training Error rate is  7.5  and the Test Error rate is  19.8684210526
Running  583 Iterations, The Training Error rate is  7.7  and the Test Error rate is  19.8684210526
Running  584 Iterations, The Training Error rate is  7.35  and the Test Error rate is  19.6052631579
Running  585 Iterations, The Training Error rate is  6.95  and the Test Error rate is  19.6052631579
Running  586 Iterations, The Training Error rate is  7.3  and the Test Error rate is  19.8684210526
Running  587 Iterations, The Training Error rate is  6.95  and the Test Error rate is  20.0
Running  588 Iterations, The Training Error rate is  6.85  and the Test Error rate is  20.0
Running  589 Iterations, The Training Error rate is  7.0  and the Test Error rate is  20.0
Running  590 Iterations, The Training Error rate is  6.15  and the Test Error rate is  19.3421052632
Running  591 Iterations, The Training Error rate is  6.6  and the Test Error rate is  19.4736842105
Running  592 Iterations, The Training Error rate is  6.7  and the Test Error rate is  19.3421052632
Running  593 Iterations, The Training Error rate is  6.55  and the Test Error rate is  19.4736842105
Running  594 Iterations, The Training Error rate is  6.7  and the Test Error rate is  19.4736842105
Running  595 Iterations, The Training Error rate is  6.9  and the Test Error rate is  19.4736842105
Running  596 Iterations, The Training Error rate is  6.7  and the Test Error rate is  19.4736842105
Running  597 Iterations, The Training Error rate is  6.95  and the Test Error rate is  19.4736842105
Running  598 Iterations, The Training Error rate is  7.45  and the Test Error rate is  19.6052631579
Running  599 Iterations, The Training Error rate is  7.3  and the Test Error rate is  19.6052631579
Running  600 Iterations, The Training Error rate is  8.4  and the Test Error rate is  20.2631578947
Running  601 Iterations, The Training Error rate is  8.0  and the Test Error rate is  20.1315789474
Running  602 Iterations, The Training Error rate is  8.15  and the Test Error rate is  20.3947368421
Running  603 Iterations, The Training Error rate is  8.3  and the Test Error rate is  20.3947368421
Running  604 Iterations, The Training Error rate is  8.6  and the Test Error rate is  20.6578947368
Running  605 Iterations, The Training Error rate is  8.6  and the Test Error rate is  20.6578947368
Running  606 Iterations, The Training Error rate is  8.65  and the Test Error rate is  21.0526315789
Running  607 Iterations, The Training Error rate is  8.65  and the Test Error rate is  21.1842105263
Running  608 Iterations, The Training Error rate is  8.55  and the Test Error rate is  21.3157894737
Running  609 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.5789473684
Running  610 Iterations, The Training Error rate is  7.85  and the Test Error rate is  21.1842105263
Running  611 Iterations, The Training Error rate is  7.85  and the Test Error rate is  21.4473684211
Running  612 Iterations, The Training Error rate is  7.8  and the Test Error rate is  21.3157894737
Running  613 Iterations, The Training Error rate is  7.5  and the Test Error rate is  21.3157894737
Running  614 Iterations, The Training Error rate is  8.55  and the Test Error rate is  22.2368421053
Running  615 Iterations, The Training Error rate is  8.35  and the Test Error rate is  22.3684210526
Running  616 Iterations, The Training Error rate is  8.1  and the Test Error rate is  21.8421052632
Running  617 Iterations, The Training Error rate is  8.15  and the Test Error rate is  21.8421052632
Running  618 Iterations, The Training Error rate is  7.95  and the Test Error rate is  21.5789473684
Running  619 Iterations, The Training Error rate is  7.4  and the Test Error rate is  21.1842105263
Running  620 Iterations, The Training Error rate is  8.35  and the Test Error rate is  21.4473684211
Running  621 Iterations, The Training Error rate is  8.1  and the Test Error rate is  21.1842105263
Running  622 Iterations, The Training Error rate is  7.95  and the Test Error rate is  21.1842105263
Running  623 Iterations, The Training Error rate is  8.2  and the Test Error rate is  21.0526315789
Running  624 Iterations, The Training Error rate is  6.75  and the Test Error rate is  19.8684210526
Running  625 Iterations, The Training Error rate is  7.1  and the Test Error rate is  19.6052631579
Running  626 Iterations, The Training Error rate is  6.95  and the Test Error rate is  19.6052631579
Running  627 Iterations, The Training Error rate is  6.7  and the Test Error rate is  19.4736842105
Running  628 Iterations, The Training Error rate is  6.5  and the Test Error rate is  19.4736842105
Running  629 Iterations, The Training Error rate is  6.8  and the Test Error rate is  19.4736842105
Running  630 Iterations, The Training Error rate is  5.65  and the Test Error rate is  19.0789473684
Running  631 Iterations, The Training Error rate is  5.9  and the Test Error rate is  19.0789473684
Running  632 Iterations, The Training Error rate is  5.85  and the Test Error rate is  18.8157894737
Running  633 Iterations, The Training Error rate is  5.8  and the Test Error rate is  18.9473684211
Running  634 Iterations, The Training Error rate is  5.85  and the Test Error rate is  18.8157894737
Running  635 Iterations, The Training Error rate is  5.55  and the Test Error rate is  18.9473684211
Running  636 Iterations, The Training Error rate is  6.05  and the Test Error rate is  19.2105263158
Running  637 Iterations, The Training Error rate is  6.0  and the Test Error rate is  19.2105263158
Running  638 Iterations, The Training Error rate is  6.05  and the Test Error rate is  18.9473684211
Running  639 Iterations, The Training Error rate is  5.9  and the Test Error rate is  19.0789473684
Running  640 Iterations, The Training Error rate is  6.0  and the Test Error rate is  19.0789473684
Running  641 Iterations, The Training Error rate is  6.0  and the Test Error rate is  19.0789473684
Running  642 Iterations, The Training Error rate is  7.05  and the Test Error rate is  19.6052631579
Running  643 Iterations, The Training Error rate is  7.0  and the Test Error rate is  19.6052631579
Running  644 Iterations, The Training Error rate is  6.9  and the Test Error rate is  20.1315789474
Running  645 Iterations, The Training Error rate is  6.95  and the Test Error rate is  20.1315789474
Running  646 Iterations, The Training Error rate is  6.45  and the Test Error rate is  20.0
Running  647 Iterations, The Training Error rate is  6.6  and the Test Error rate is  20.1315789474
Running  648 Iterations, The Training Error rate is  6.5  and the Test Error rate is  20.3947368421
Running  649 Iterations, The Training Error rate is  7.1  and the Test Error rate is  20.7894736842
Running  650 Iterations, The Training Error rate is  6.95  and the Test Error rate is  20.9210526316
Running  651 Iterations, The Training Error rate is  6.75  and the Test Error rate is  20.6578947368
Running  652 Iterations, The Training Error rate is  5.55  and the Test Error rate is  20.3947368421
Running  653 Iterations, The Training Error rate is  6.25  and the Test Error rate is  21.0526315789
Running  654 Iterations, The Training Error rate is  6.25  and the Test Error rate is  20.9210526316
Running  655 Iterations, The Training Error rate is  6.35  and the Test Error rate is  21.0526315789
Running  656 Iterations, The Training Error rate is  6.35  and the Test Error rate is  20.9210526316
Running  657 Iterations, The Training Error rate is  6.85  and the Test Error rate is  21.0526315789
Running  658 Iterations, The Training Error rate is  6.8  and the Test Error rate is  21.0526315789
Running  659 Iterations, The Training Error rate is  6.4  and the Test Error rate is  20.7894736842
Running  660 Iterations, The Training Error rate is  6.5  and the Test Error rate is  20.7894736842
Running  661 Iterations, The Training Error rate is  7.5  and the Test Error rate is  21.8421052632
Running  662 Iterations, The Training Error rate is  7.65  and the Test Error rate is  21.9736842105
Running  663 Iterations, The Training Error rate is  7.1  and the Test Error rate is  21.3157894737
Running  664 Iterations, The Training Error rate is  7.35  and the Test Error rate is  21.4473684211
Running  665 Iterations, The Training Error rate is  7.5  and the Test Error rate is  21.4473684211
Running  666 Iterations, The Training Error rate is  7.75  and the Test Error rate is  21.4473684211
Running  667 Iterations, The Training Error rate is  7.1  and the Test Error rate is  21.1842105263
Running  668 Iterations, The Training Error rate is  7.35  and the Test Error rate is  21.1842105263
Running  669 Iterations, The Training Error rate is  6.95  and the Test Error rate is  20.7894736842
Running  670 Iterations, The Training Error rate is  7.05  and the Test Error rate is  20.7894736842
Running  671 Iterations, The Training Error rate is  7.3  and the Test Error rate is  20.7894736842
Running  672 Iterations, The Training Error rate is  7.4  and the Test Error rate is  20.6578947368
Running  673 Iterations, The Training Error rate is  7.1  and the Test Error rate is  20.5263157895
Running  674 Iterations, The Training Error rate is  7.05  and the Test Error rate is  20.3947368421
Running  675 Iterations, The Training Error rate is  6.95  and the Test Error rate is  20.3947368421
Running  676 Iterations, The Training Error rate is  7.0  and the Test Error rate is  20.3947368421
Running  677 Iterations, The Training Error rate is  7.05  and the Test Error rate is  20.3947368421
Running  678 Iterations, The Training Error rate is  6.95  and the Test Error rate is  20.1315789474
Running  679 Iterations, The Training Error rate is  7.15  and the Test Error rate is  20.3947368421
Running  680 Iterations, The Training Error rate is  7.1  and the Test Error rate is  20.3947368421
Running  681 Iterations, The Training Error rate is  6.0  and the Test Error rate is  19.6052631579
Running  682 Iterations, The Training Error rate is  6.4  and the Test Error rate is  19.7368421053
Running  683 Iterations, The Training Error rate is  6.35  and the Test Error rate is  19.8684210526
Running  684 Iterations, The Training Error rate is  6.1  and the Test Error rate is  19.6052631579
Running  685 Iterations, The Training Error rate is  6.1  and the Test Error rate is  19.4736842105
Running  686 Iterations, The Training Error rate is  5.9  and the Test Error rate is  19.0789473684
Running  687 Iterations, The Training Error rate is  5.85  and the Test Error rate is  18.8157894737
Running  688 Iterations, The Training Error rate is  5.9  and the Test Error rate is  18.8157894737
Running  689 Iterations, The Training Error rate is  5.75  and the Test Error rate is  18.8157894737
Running  690 Iterations, The Training Error rate is  6.3  and the Test Error rate is  18.8157894737
Running  691 Iterations, The Training Error rate is  6.1  and the Test Error rate is  18.8157894737
Running  692 Iterations, The Training Error rate is  6.95  and the Test Error rate is  19.4736842105
Running  693 Iterations, The Training Error rate is  6.9  and the Test Error rate is  19.6052631579
Running  694 Iterations, The Training Error rate is  7.25  and the Test Error rate is  19.7368421053
Running  695 Iterations, The Training Error rate is  7.15  and the Test Error rate is  19.7368421053
Running  696 Iterations, The Training Error rate is  7.55  and the Test Error rate is  20.2631578947
Running  697 Iterations, The Training Error rate is  7.45  and the Test Error rate is  20.5263157895
Running  698 Iterations, The Training Error rate is  7.9  and the Test Error rate is  20.9210526316
Running  699 Iterations, The Training Error rate is  7.95  and the Test Error rate is  20.9210526316
Running  700 Iterations, The Training Error rate is  7.45  and the Test Error rate is  21.0526315789
Running  701 Iterations, The Training Error rate is  7.6  and the Test Error rate is  21.0526315789
Running  702 Iterations, The Training Error rate is  6.7  and the Test Error rate is  20.2631578947
Running  703 Iterations, The Training Error rate is  6.7  and the Test Error rate is  20.1315789474
Running  704 Iterations, The Training Error rate is  6.8  and the Test Error rate is  20.2631578947
Running  705 Iterations, The Training Error rate is  6.75  and the Test Error rate is  20.2631578947
Running  706 Iterations, The Training Error rate is  7.25  and the Test Error rate is  20.3947368421
Running  707 Iterations, The Training Error rate is  7.35  and the Test Error rate is  20.3947368421
Running  708 Iterations, The Training Error rate is  6.85  and the Test Error rate is  20.1315789474
Running  709 Iterations, The Training Error rate is  7.1  and the Test Error rate is  20.2631578947
Running  710 Iterations, The Training Error rate is  7.05  and the Test Error rate is  20.0
Running  711 Iterations, The Training Error rate is  7.4  and the Test Error rate is  20.2631578947
Running  712 Iterations, The Training Error rate is  7.1  and the Test Error rate is  20.1315789474
Running  713 Iterations, The Training Error rate is  7.55  and the Test Error rate is  20.2631578947
Running  714 Iterations, The Training Error rate is  7.15  and the Test Error rate is  20.0
Running  715 Iterations, The Training Error rate is  7.0  and the Test Error rate is  20.0
Running  716 Iterations, The Training Error rate is  6.6  and the Test Error rate is  20.0
Running  717 Iterations, The Training Error rate is  6.5  and the Test Error rate is  20.0
Running  718 Iterations, The Training Error rate is  6.85  and the Test Error rate is  20.3947368421
Running  719 Iterations, The Training Error rate is  6.55  and the Test Error rate is  20.2631578947
Running  720 Iterations, The Training Error rate is  6.95  and the Test Error rate is  20.6578947368
Running  721 Iterations, The Training Error rate is  6.75  and the Test Error rate is  20.3947368421
Running  722 Iterations, The Training Error rate is  7.2  and the Test Error rate is  20.7894736842
Running  723 Iterations, The Training Error rate is  7.05  and the Test Error rate is  20.6578947368
Running  724 Iterations, The Training Error rate is  7.5  and the Test Error rate is  21.5789473684
Running  725 Iterations, The Training Error rate is  7.75  and the Test Error rate is  21.8421052632
Running  726 Iterations, The Training Error rate is  7.4  and the Test Error rate is  21.9736842105
Running  727 Iterations, The Training Error rate is  7.55  and the Test Error rate is  21.9736842105
Running  728 Iterations, The Training Error rate is  7.2  and the Test Error rate is  21.7105263158
Running  729 Iterations, The Training Error rate is  8.15  and the Test Error rate is  22.2368421053
Running  730 Iterations, The Training Error rate is  7.65  and the Test Error rate is  21.9736842105
Running  731 Iterations, The Training Error rate is  7.7  and the Test Error rate is  22.1052631579
Running  732 Iterations, The Training Error rate is  7.1  and the Test Error rate is  21.8421052632
Running  733 Iterations, The Training Error rate is  7.0  and the Test Error rate is  21.9736842105
Running  734 Iterations, The Training Error rate is  6.6  and the Test Error rate is  21.1842105263
Running  735 Iterations, The Training Error rate is  6.65  and the Test Error rate is  20.7894736842
Running  736 Iterations, The Training Error rate is  6.65  and the Test Error rate is  20.3947368421
Running  737 Iterations, The Training Error rate is  6.8  and the Test Error rate is  20.2631578947
Running  738 Iterations, The Training Error rate is  7.0  and the Test Error rate is  20.2631578947
Running  739 Iterations, The Training Error rate is  6.1  and the Test Error rate is  19.4736842105
Running  740 Iterations, The Training Error rate is  6.2  and the Test Error rate is  19.4736842105
Running  741 Iterations, The Training Error rate is  6.4  and the Test Error rate is  19.3421052632
Running  742 Iterations, The Training Error rate is  6.45  and the Test Error rate is  19.3421052632
Running  743 Iterations, The Training Error rate is  7.55  and the Test Error rate is  19.8684210526
Running  744 Iterations, The Training Error rate is  7.55  and the Test Error rate is  19.8684210526
Running  745 Iterations, The Training Error rate is  7.6  and the Test Error rate is  20.0
Running  746 Iterations, The Training Error rate is  7.8  and the Test Error rate is  20.1315789474
Running  747 Iterations, The Training Error rate is  8.2  and the Test Error rate is  20.3947368421
Running  748 Iterations, The Training Error rate is  8.3  and the Test Error rate is  20.3947368421
Running  749 Iterations, The Training Error rate is  8.35  and the Test Error rate is  20.5263157895
Running  750 Iterations, The Training Error rate is  8.45  and the Test Error rate is  20.5263157895
Running  751 Iterations, The Training Error rate is  8.15  and the Test Error rate is  20.3947368421
Running  752 Iterations, The Training Error rate is  8.3  and the Test Error rate is  20.3947368421
Running  753 Iterations, The Training Error rate is  7.85  and the Test Error rate is  20.1315789474
Running  754 Iterations, The Training Error rate is  7.95  and the Test Error rate is  20.1315789474
Running  755 Iterations, The Training Error rate is  7.75  and the Test Error rate is  20.2631578947
Running  756 Iterations, The Training Error rate is  7.35  and the Test Error rate is  20.1315789474
Running  757 Iterations, The Training Error rate is  7.0  and the Test Error rate is  20.3947368421
Running  758 Iterations, The Training Error rate is  6.65  and the Test Error rate is  20.3947368421
Running  759 Iterations, The Training Error rate is  6.6  and the Test Error rate is  20.7894736842
Running  760 Iterations, The Training Error rate is  6.5  and the Test Error rate is  20.9210526316
Running  761 Iterations, The Training Error rate is  6.3  and the Test Error rate is  21.3157894737
Running  762 Iterations, The Training Error rate is  5.95  and the Test Error rate is  21.3157894737
Running  763 Iterations, The Training Error rate is  5.05  and the Test Error rate is  20.9210526316
Running  764 Iterations, The Training Error rate is  5.0  and the Test Error rate is  21.0526315789
Running  765 Iterations, The Training Error rate is  4.75  and the Test Error rate is  20.9210526316
Running  766 Iterations, The Training Error rate is  5.45  and the Test Error rate is  21.3157894737
Running  767 Iterations, The Training Error rate is  4.95  and the Test Error rate is  20.9210526316
Running  768 Iterations, The Training Error rate is  5.15  and the Test Error rate is  21.0526315789
Running  769 Iterations, The Training Error rate is  5.3  and the Test Error rate is  20.9210526316
Running  770 Iterations, The Training Error rate is  5.55  and the Test Error rate is  20.9210526316
Running  771 Iterations, The Training Error rate is  5.8  and the Test Error rate is  20.7894736842
Running  772 Iterations, The Training Error rate is  5.9  and the Test Error rate is  20.6578947368
Running  773 Iterations, The Training Error rate is  6.15  and the Test Error rate is  20.6578947368
Running  774 Iterations, The Training Error rate is  6.0  and the Test Error rate is  20.3947368421
Running  775 Iterations, The Training Error rate is  6.15  and the Test Error rate is  20.3947368421
Running  776 Iterations, The Training Error rate is  6.05  and the Test Error rate is  20.0
Running  777 Iterations, The Training Error rate is  6.35  and the Test Error rate is  20.0
Running  778 Iterations, The Training Error rate is  6.35  and the Test Error rate is  19.6052631579
Running  779 Iterations, The Training Error rate is  6.5  and the Test Error rate is  19.6052631579
Running  780 Iterations, The Training Error rate is  6.15  and the Test Error rate is  19.3421052632
Running  781 Iterations, The Training Error rate is  6.15  and the Test Error rate is  19.2105263158
Running  782 Iterations, The Training Error rate is  6.15  and the Test Error rate is  19.2105263158
Running  783 Iterations, The Training Error rate is  6.45  and the Test Error rate is  19.3421052632
Running  784 Iterations, The Training Error rate is  6.5  and the Test Error rate is  19.3421052632
Running  785 Iterations, The Training Error rate is  7.25  and the Test Error rate is  19.8684210526
Running  786 Iterations, The Training Error rate is  6.55  and the Test Error rate is  19.6052631579
Running  787 Iterations, The Training Error rate is  6.5  and the Test Error rate is  19.6052631579
Running  788 Iterations, The Training Error rate is  6.75  and the Test Error rate is  20.2631578947
Running  789 Iterations, The Training Error rate is  6.5  and the Test Error rate is  20.1315789474
Running  790 Iterations, The Training Error rate is  6.5  and the Test Error rate is  20.2631578947
Running  791 Iterations, The Training Error rate is  6.65  and the Test Error rate is  20.3947368421
Running  792 Iterations, The Training Error rate is  6.75  and the Test Error rate is  20.5263157895
Running  793 Iterations, The Training Error rate is  6.5  and the Test Error rate is  20.3947368421
Running  794 Iterations, The Training Error rate is  6.55  and the Test Error rate is  20.6578947368
Running  795 Iterations, The Training Error rate is  6.1  and the Test Error rate is  20.1315789474
Running  796 Iterations, The Training Error rate is  6.2  and the Test Error rate is  20.3947368421
Running  797 Iterations, The Training Error rate is  7.35  and the Test Error rate is  20.9210526316
Running  798 Iterations, The Training Error rate is  6.95  and the Test Error rate is  20.5263157895
Running  799 Iterations, The Training Error rate is  7.2  and the Test Error rate is  20.6578947368
Running  800 Iterations, The Training Error rate is  7.35  and the Test Error rate is  20.6578947368
Running  801 Iterations, The Training Error rate is  7.5  and the Test Error rate is  20.6578947368
Running  802 Iterations, The Training Error rate is  7.6  and the Test Error rate is  20.6578947368
Running  803 Iterations, The Training Error rate is  7.45  and the Test Error rate is  20.5263157895
Running  804 Iterations, The Training Error rate is  7.4  and the Test Error rate is  20.3947368421
Running  805 Iterations, The Training Error rate is  7.75  and the Test Error rate is  21.1842105263
Running  806 Iterations, The Training Error rate is  7.75  and the Test Error rate is  21.1842105263
Running  807 Iterations, The Training Error rate is  6.8  and the Test Error rate is  20.7894736842
Running  808 Iterations, The Training Error rate is  6.85  and the Test Error rate is  20.7894736842
Running  809 Iterations, The Training Error rate is  7.2  and the Test Error rate is  21.3157894737
Running  810 Iterations, The Training Error rate is  7.15  and the Test Error rate is  21.3157894737
Running  811 Iterations, The Training Error rate is  7.15  and the Test Error rate is  21.4473684211
Running  812 Iterations, The Training Error rate is  7.15  and the Test Error rate is  21.4473684211
Running  813 Iterations, The Training Error rate is  7.8  and the Test Error rate is  21.7105263158
Running  814 Iterations, The Training Error rate is  7.9  and the Test Error rate is  21.7105263158
Running  815 Iterations, The Training Error rate is  7.3  and the Test Error rate is  20.9210526316
Running  816 Iterations, The Training Error rate is  8.25  and the Test Error rate is  21.5789473684
Running  817 Iterations, The Training Error rate is  8.25  and the Test Error rate is  21.5789473684
Running  818 Iterations, The Training Error rate is  8.45  and the Test Error rate is  21.5789473684
Running  819 Iterations, The Training Error rate is  8.0  and the Test Error rate is  21.0526315789
Running  820 Iterations, The Training Error rate is  8.1  and the Test Error rate is  21.0526315789
Running  821 Iterations, The Training Error rate is  7.6  and the Test Error rate is  20.7894736842
Running  822 Iterations, The Training Error rate is  8.1  and the Test Error rate is  21.1842105263
Running  823 Iterations, The Training Error rate is  7.4  and the Test Error rate is  21.0526315789
Running  824 Iterations, The Training Error rate is  7.25  and the Test Error rate is  21.1842105263
Running  825 Iterations, The Training Error rate is  7.3  and the Test Error rate is  21.3157894737
Running  826 Iterations, The Training Error rate is  6.15  and the Test Error rate is  20.5263157895
Running  827 Iterations, The Training Error rate is  5.85  and the Test Error rate is  20.3947368421
Running  828 Iterations, The Training Error rate is  6.1  and the Test Error rate is  20.9210526316
Running  829 Iterations, The Training Error rate is  5.75  and the Test Error rate is  20.7894736842
Running  830 Iterations, The Training Error rate is  5.95  and the Test Error rate is  21.0526315789
Running  831 Iterations, The Training Error rate is  6.1  and the Test Error rate is  21.0526315789
Running  832 Iterations, The Training Error rate is  5.85  and the Test Error rate is  20.7894736842
Running  833 Iterations, The Training Error rate is  6.1  and the Test Error rate is  20.7894736842
Running  834 Iterations, The Training Error rate is  6.15  and the Test Error rate is  20.6578947368
Running  835 Iterations, The Training Error rate is  6.55  and the Test Error rate is  20.6578947368
Running  836 Iterations, The Training Error rate is  6.7  and the Test Error rate is  20.7894736842
Running  837 Iterations, The Training Error rate is  6.8  and the Test Error rate is  20.7894736842
Running  838 Iterations, The Training Error rate is  7.0  and the Test Error rate is  20.7894736842
Running  839 Iterations, The Training Error rate is  7.2  and the Test Error rate is  20.7894736842
Running  840 Iterations, The Training Error rate is  6.85  and the Test Error rate is  20.5263157895
Running  841 Iterations, The Training Error rate is  6.95  and the Test Error rate is  20.6578947368
Running  842 Iterations, The Training Error rate is  6.3  and the Test Error rate is  20.5263157895
Running  843 Iterations, The Training Error rate is  7.2  and the Test Error rate is  21.4473684211
Running  844 Iterations, The Training Error rate is  7.55  and the Test Error rate is  22.1052631579
Running  845 Iterations, The Training Error rate is  7.1  and the Test Error rate is  21.9736842105
Running  846 Iterations, The Training Error rate is  7.6  and the Test Error rate is  22.5
Running  847 Iterations, The Training Error rate is  7.65  and the Test Error rate is  22.5
Running  848 Iterations, The Training Error rate is  7.5  and the Test Error rate is  22.3684210526
Running  849 Iterations, The Training Error rate is  7.4  and the Test Error rate is  22.3684210526
Running  850 Iterations, The Training Error rate is  7.9  and the Test Error rate is  22.6315789474
Running  851 Iterations, The Training Error rate is  7.8  and the Test Error rate is  22.5
Running  852 Iterations, The Training Error rate is  8.4  and the Test Error rate is  23.2894736842
Running  853 Iterations, The Training Error rate is  7.45  and the Test Error rate is  22.5
Running  854 Iterations, The Training Error rate is  7.15  and the Test Error rate is  21.9736842105
Running  855 Iterations, The Training Error rate is  7.95  and the Test Error rate is  22.5
Running  856 Iterations, The Training Error rate is  7.5  and the Test Error rate is  22.1052631579
Running  857 Iterations, The Training Error rate is  7.4  and the Test Error rate is  22.2368421053
Running  858 Iterations, The Training Error rate is  6.9  and the Test Error rate is  22.1052631579
Running  859 Iterations, The Training Error rate is  6.95  and the Test Error rate is  22.3684210526
Running  860 Iterations, The Training Error rate is  6.45  and the Test Error rate is  22.2368421053
Running  861 Iterations, The Training Error rate is  6.6  and the Test Error rate is  22.5
Running  862 Iterations, The Training Error rate is  6.15  and the Test Error rate is  21.7105263158
Running  863 Iterations, The Training Error rate is  6.4  and the Test Error rate is  21.8421052632
Running  864 Iterations, The Training Error rate is  6.2  and the Test Error rate is  21.7105263158
Running  865 Iterations, The Training Error rate is  5.4  and the Test Error rate is  20.9210526316
Running  866 Iterations, The Training Error rate is  5.75  and the Test Error rate is  20.9210526316
Running  867 Iterations, The Training Error rate is  5.75  and the Test Error rate is  20.3947368421
Running  868 Iterations, The Training Error rate is  6.75  and the Test Error rate is  20.7894736842
Running  869 Iterations, The Training Error rate is  6.8  and the Test Error rate is  20.5263157895
Running  870 Iterations, The Training Error rate is  7.1  and the Test Error rate is  20.3947368421
Running  871 Iterations, The Training Error rate is  6.95  and the Test Error rate is  20.1315789474
Running  872 Iterations, The Training Error rate is  7.05  and the Test Error rate is  20.1315789474
Running  873 Iterations, The Training Error rate is  7.05  and the Test Error rate is  20.1315789474
Running  874 Iterations, The Training Error rate is  7.2  and the Test Error rate is  20.1315789474
Running  875 Iterations, The Training Error rate is  8.0  and the Test Error rate is  21.3157894737
Running  876 Iterations, The Training Error rate is  7.8  and the Test Error rate is  21.4473684211
Running  877 Iterations, The Training Error rate is  8.25  and the Test Error rate is  21.9736842105
Running  878 Iterations, The Training Error rate is  7.3  and the Test Error rate is  21.3157894737
Running  879 Iterations, The Training Error rate is  7.6  and the Test Error rate is  21.4473684211
Running  880 Iterations, The Training Error rate is  7.35  and the Test Error rate is  21.4473684211
Running  881 Iterations, The Training Error rate is  7.6  and the Test Error rate is  21.5789473684
Running  882 Iterations, The Training Error rate is  7.5  and the Test Error rate is  21.5789473684
Running  883 Iterations, The Training Error rate is  7.45  and the Test Error rate is  21.5789473684
Running  884 Iterations, The Training Error rate is  7.45  and the Test Error rate is  21.5789473684
Running  885 Iterations, The Training Error rate is  7.1  and the Test Error rate is  20.7894736842
Running  886 Iterations, The Training Error rate is  7.15  and the Test Error rate is  20.5263157895
Running  887 Iterations, The Training Error rate is  6.8  and the Test Error rate is  20.3947368421
Running  888 Iterations, The Training Error rate is  7.15  and the Test Error rate is  20.7894736842
Running  889 Iterations, The Training Error rate is  6.8  and the Test Error rate is  20.6578947368
Running  890 Iterations, The Training Error rate is  7.3  and the Test Error rate is  21.0526315789
Running  891 Iterations, The Training Error rate is  6.85  and the Test Error rate is  20.9210526316
Running  892 Iterations, The Training Error rate is  6.75  and the Test Error rate is  20.7894736842
Running  893 Iterations, The Training Error rate is  6.65  and the Test Error rate is  20.6578947368
Running  894 Iterations, The Training Error rate is  6.45  and the Test Error rate is  20.3947368421
Running  895 Iterations, The Training Error rate is  6.0  and the Test Error rate is  20.2631578947
Running  896 Iterations, The Training Error rate is  6.35  and the Test Error rate is  20.5263157895
Running  897 Iterations, The Training Error rate is  6.25  and the Test Error rate is  20.5263157895
Running  898 Iterations, The Training Error rate is  5.9  and the Test Error rate is  20.2631578947
Running  899 Iterations, The Training Error rate is  5.9  and the Test Error rate is  20.2631578947
Running  900 Iterations, The Training Error rate is  5.75  and the Test Error rate is  19.8684210526
Running  901 Iterations, The Training Error rate is  5.75  and the Test Error rate is  19.8684210526
Running  902 Iterations, The Training Error rate is  6.15  and the Test Error rate is  20.1315789474
Running  903 Iterations, The Training Error rate is  6.05  and the Test Error rate is  20.0
Running  904 Iterations, The Training Error rate is  6.55  and the Test Error rate is  20.3947368421
Running  905 Iterations, The Training Error rate is  6.55  and the Test Error rate is  20.3947368421
Running  906 Iterations, The Training Error rate is  6.55  and the Test Error rate is  20.3947368421
Running  907 Iterations, The Training Error rate is  6.55  and the Test Error rate is  20.3947368421
Running  908 Iterations, The Training Error rate is  6.75  and the Test Error rate is  20.3947368421
Running  909 Iterations, The Training Error rate is  6.75  and the Test Error rate is  20.3947368421
Running  910 Iterations, The Training Error rate is  7.15  and the Test Error rate is  20.9210526316
Running  911 Iterations, The Training Error rate is  7.2  and the Test Error rate is  21.0526315789
Running  912 Iterations, The Training Error rate is  7.25  and the Test Error rate is  21.0526315789
Running  913 Iterations, The Training Error rate is  7.25  and the Test Error rate is  21.0526315789
Running  914 Iterations, The Training Error rate is  7.45  and the Test Error rate is  21.3157894737
Running  915 Iterations, The Training Error rate is  7.35  and the Test Error rate is  21.4473684211
Running  916 Iterations, The Training Error rate is  6.9  and the Test Error rate is  21.3157894737
Running  917 Iterations, The Training Error rate is  7.25  and the Test Error rate is  21.4473684211
Running  918 Iterations, The Training Error rate is  7.0  and the Test Error rate is  21.3157894737
Running  919 Iterations, The Training Error rate is  7.15  and the Test Error rate is  21.4473684211
Running  920 Iterations, The Training Error rate is  6.85  and the Test Error rate is  21.3157894737
Running  921 Iterations, The Training Error rate is  6.95  and the Test Error rate is  21.3157894737
Running  922 Iterations, The Training Error rate is  7.1  and the Test Error rate is  21.5789473684
Running  923 Iterations, The Training Error rate is  6.95  and the Test Error rate is  21.5789473684
Running  924 Iterations, The Training Error rate is  7.0  and the Test Error rate is  21.9736842105
Running  925 Iterations, The Training Error rate is  7.05  and the Test Error rate is  21.8421052632
Running  926 Iterations, The Training Error rate is  6.85  and the Test Error rate is  21.7105263158
Running  927 Iterations, The Training Error rate is  6.8  and the Test Error rate is  21.5789473684
Running  928 Iterations, The Training Error rate is  6.6  and the Test Error rate is  21.5789473684
Running  929 Iterations, The Training Error rate is  7.65  and the Test Error rate is  22.2368421053
Running  930 Iterations, The Training Error rate is  7.5  and the Test Error rate is  22.6315789474
Running  931 Iterations, The Training Error rate is  7.6  and the Test Error rate is  22.5
Running  932 Iterations, The Training Error rate is  7.3  and the Test Error rate is  22.2368421053
Running  933 Iterations, The Training Error rate is  7.2  and the Test Error rate is  22.3684210526
Running  934 Iterations, The Training Error rate is  7.5  and the Test Error rate is  22.2368421053
Running  935 Iterations, The Training Error rate is  7.25  and the Test Error rate is  22.1052631579
Running  936 Iterations, The Training Error rate is  7.25  and the Test Error rate is  22.1052631579
Running  937 Iterations, The Training Error rate is  7.55  and the Test Error rate is  22.8947368421
Running  938 Iterations, The Training Error rate is  7.6  and the Test Error rate is  23.0263157895
Running  939 Iterations, The Training Error rate is  6.65  and the Test Error rate is  22.3684210526
Running  940 Iterations, The Training Error rate is  6.3  and the Test Error rate is  21.5789473684
Running  941 Iterations, The Training Error rate is  6.55  and the Test Error rate is  22.1052631579
Running  942 Iterations, The Training Error rate is  6.4  and the Test Error rate is  22.1052631579
Running  943 Iterations, The Training Error rate is  7.1  and the Test Error rate is  22.3684210526
Running  944 Iterations, The Training Error rate is  6.15  and the Test Error rate is  21.8421052632
Running  945 Iterations, The Training Error rate is  6.75  and the Test Error rate is  22.1052631579
Running  946 Iterations, The Training Error rate is  6.7  and the Test Error rate is  22.2368421053
Running  947 Iterations, The Training Error rate is  6.05  and the Test Error rate is  21.5789473684
Running  948 Iterations, The Training Error rate is  6.05  and the Test Error rate is  21.5789473684
Running  949 Iterations, The Training Error rate is  5.75  and the Test Error rate is  21.5789473684
Running  950 Iterations, The Training Error rate is  5.65  and the Test Error rate is  21.7105263158
Running  951 Iterations, The Training Error rate is  5.05  and the Test Error rate is  21.3157894737
Running  952 Iterations, The Training Error rate is  4.95  and the Test Error rate is  21.3157894737
Running  953 Iterations, The Training Error rate is  4.8  and the Test Error rate is  21.3157894737
Running  954 Iterations, The Training Error rate is  4.75  and the Test Error rate is  21.3157894737
Running  955 Iterations, The Training Error rate is  4.65  and the Test Error rate is  21.4473684211
Running  956 Iterations, The Training Error rate is  4.55  and the Test Error rate is  21.4473684211
Running  957 Iterations, The Training Error rate is  5.3  and the Test Error rate is  22.2368421053
Running  958 Iterations, The Training Error rate is  5.4  and the Test Error rate is  22.2368421053
Running  959 Iterations, The Training Error rate is  5.7  and the Test Error rate is  22.3684210526
Running  960 Iterations, The Training Error rate is  5.75  and the Test Error rate is  22.2368421053
Running  961 Iterations, The Training Error rate is  6.45  and the Test Error rate is  22.6315789474
Running  962 Iterations, The Training Error rate is  6.45  and the Test Error rate is  22.6315789474
Running  963 Iterations, The Training Error rate is  6.4  and the Test Error rate is  22.5
Running  964 Iterations, The Training Error rate is  6.65  and the Test Error rate is  22.5
Running  965 Iterations, The Training Error rate is  6.9  and the Test Error rate is  22.3684210526
Running  966 Iterations, The Training Error rate is  7.3  and the Test Error rate is  22.2368421053
Running  967 Iterations, The Training Error rate is  7.1  and the Test Error rate is  21.9736842105
Running  968 Iterations, The Training Error rate is  7.15  and the Test Error rate is  21.8421052632
Running  969 Iterations, The Training Error rate is  7.45  and the Test Error rate is  22.1052631579
Running  970 Iterations, The Training Error rate is  7.55  and the Test Error rate is  22.2368421053
Running  971 Iterations, The Training Error rate is  7.7  and the Test Error rate is  22.3684210526
Running  972 Iterations, The Training Error rate is  7.8  and the Test Error rate is  22.2368421053
Running  973 Iterations, The Training Error rate is  7.5  and the Test Error rate is  22.1052631579
Running  974 Iterations, The Training Error rate is  7.55  and the Test Error rate is  21.9736842105
Running  975 Iterations, The Training Error rate is  7.1  and the Test Error rate is  21.9736842105
Running  976 Iterations, The Training Error rate is  7.5  and the Test Error rate is  22.5
Running  977 Iterations, The Training Error rate is  7.05  and the Test Error rate is  21.9736842105
Running  978 Iterations, The Training Error rate is  7.3  and the Test Error rate is  22.1052631579
Running  979 Iterations, The Training Error rate is  6.6  and the Test Error rate is  21.7105263158
Running  980 Iterations, The Training Error rate is  7.3  and the Test Error rate is  22.2368421053
Running  981 Iterations, The Training Error rate is  6.8  and the Test Error rate is  21.8421052632
Running  982 Iterations, The Training Error rate is  6.75  and the Test Error rate is  21.8421052632
Running  983 Iterations, The Training Error rate is  7.85  and the Test Error rate is  22.5
Running  984 Iterations, The Training Error rate is  8.1  and the Test Error rate is  23.1578947368
Running  985 Iterations, The Training Error rate is  8.5  and the Test Error rate is  23.1578947368
Running  986 Iterations, The Training Error rate is  8.1  and the Test Error rate is  22.6315789474
Running  987 Iterations, The Training Error rate is  8.45  and the Test Error rate is  23.1578947368
Running  988 Iterations, The Training Error rate is  8.3  and the Test Error rate is  23.0263157895
Running  989 Iterations, The Training Error rate is  8.9  and the Test Error rate is  23.8157894737
Running  990 Iterations, The Training Error rate is  8.2  and the Test Error rate is  23.2894736842
Running  991 Iterations, The Training Error rate is  8.0  and the Test Error rate is  23.1578947368
Running  992 Iterations, The Training Error rate is  9.15  and the Test Error rate is  23.9473684211
Running  993 Iterations, The Training Error rate is  8.15  and the Test Error rate is  23.5526315789
Running  994 Iterations, The Training Error rate is  7.8  and the Test Error rate is  22.8947368421
Running  995 Iterations, The Training Error rate is  7.7  and the Test Error rate is  23.4210526316
Running  996 Iterations, The Training Error rate is  7.7  and the Test Error rate is  23.4210526316
Running  997 Iterations, The Training Error rate is  7.5  and the Test Error rate is  23.0263157895
Running  998 Iterations, The Training Error rate is  7.55  and the Test Error rate is  23.1578947368
Running  999 Iterations, The Training Error rate is  7.1  and the Test Error rate is  22.2368421053
Running  1000 Iterations, The Training Error rate is  7.4  and the Test Error rate is  22.1052631579
Running  1001 Iterations, The Training Error rate is  7.45  and the Test Error rate is  21.8421052632
Running  1002 Iterations, The Training Error rate is  6.8  and the Test Error rate is  21.3157894737
Running  1003 Iterations, The Training Error rate is  6.8  and the Test Error rate is  20.9210526316
Running  1004 Iterations, The Training Error rate is  6.95  and the Test Error rate is  21.0526315789
Running  1005 Iterations, The Training Error rate is  6.5  and the Test Error rate is  20.3947368421
Running  1006 Iterations, The Training Error rate is  6.2  and the Test Error rate is  20.1315789474
Running  1007 Iterations, The Training Error rate is  5.95  and the Test Error rate is  19.8684210526
Running  1008 Iterations, The Training Error rate is  6.35  and the Test Error rate is  20.1315789474
Running  1009 Iterations, The Training Error rate is  6.2  and the Test Error rate is  20.2631578947
Running  1010 Iterations, The Training Error rate is  6.25  and the Test Error rate is  20.3947368421
Running  1011 Iterations, The Training Error rate is  6.15  and the Test Error rate is  20.5263157895
Running  1012 Iterations, The Training Error rate is  5.6  and the Test Error rate is  20.0
Running  1013 Iterations, The Training Error rate is  5.3  and the Test Error rate is  20.0
Running  1014 Iterations, The Training Error rate is  5.6  and the Test Error rate is  20.2631578947
Running  1015 Iterations, The Training Error rate is  5.65  and the Test Error rate is  20.2631578947
Running  1016 Iterations, The Training Error rate is  5.65  and the Test Error rate is  20.1315789474
Running  1017 Iterations, The Training Error rate is  5.7  and the Test Error rate is  20.1315789474
Running  1018 Iterations, The Training Error rate is  5.7  and the Test Error rate is  20.1315789474
Running  1019 Iterations, The Training Error rate is  5.85  and the Test Error rate is  20.1315789474
Running  1020 Iterations, The Training Error rate is  5.8  and the Test Error rate is  20.1315789474
Running  1021 Iterations, The Training Error rate is  6.0  and the Test Error rate is  20.3947368421
Running  1022 Iterations, The Training Error rate is  6.65  and the Test Error rate is  20.7894736842
Running  1023 Iterations, The Training Error rate is  6.95  and the Test Error rate is  20.7894736842
Running  1024 Iterations, The Training Error rate is  6.9  and the Test Error rate is  20.9210526316
Running  1025 Iterations, The Training Error rate is  7.05  and the Test Error rate is  20.9210526316
Running  1026 Iterations, The Training Error rate is  7.15  and the Test Error rate is  21.4473684211
Running  1027 Iterations, The Training Error rate is  7.6  and the Test Error rate is  21.7105263158
Running  1028 Iterations, The Training Error rate is  6.9  and the Test Error rate is  21.4473684211
Running  1029 Iterations, The Training Error rate is  7.0  and the Test Error rate is  21.3157894737
Running  1030 Iterations, The Training Error rate is  6.5  and the Test Error rate is  21.1842105263
Running  1031 Iterations, The Training Error rate is  6.55  and the Test Error rate is  20.9210526316
Running  1032 Iterations, The Training Error rate is  5.9  and the Test Error rate is  20.9210526316
Running  1033 Iterations, The Training Error rate is  5.9  and the Test Error rate is  20.9210526316
Running  1034 Iterations, The Training Error rate is  5.3  and the Test Error rate is  20.5263157895
Running  1035 Iterations, The Training Error rate is  5.7  and the Test Error rate is  20.7894736842
Running  1036 Iterations, The Training Error rate is  5.65  and the Test Error rate is  20.9210526316
Running  1037 Iterations, The Training Error rate is  5.3  and the Test Error rate is  20.6578947368
Running  1038 Iterations, The Training Error rate is  5.6  and the Test Error rate is  20.9210526316
Running  1039 Iterations, The Training Error rate is  5.55  and the Test Error rate is  20.9210526316
Running  1040 Iterations, The Training Error rate is  5.7  and the Test Error rate is  21.0526315789
Running  1041 Iterations, The Training Error rate is  5.4  and the Test Error rate is  20.9210526316
Running  1042 Iterations, The Training Error rate is  5.5  and the Test Error rate is  20.7894736842
Running  1043 Iterations, The Training Error rate is  5.8  and the Test Error rate is  21.1842105263
Running  1044 Iterations, The Training Error rate is  5.8  and the Test Error rate is  21.1842105263
Running  1045 Iterations, The Training Error rate is  5.9  and the Test Error rate is  21.4473684211
Running  1046 Iterations, The Training Error rate is  5.85  and the Test Error rate is  21.3157894737
Running  1047 Iterations, The Training Error rate is  5.95  and the Test Error rate is  21.1842105263
Running  1048 Iterations, The Training Error rate is  5.85  and the Test Error rate is  20.7894736842
Running  1049 Iterations, The Training Error rate is  6.2  and the Test Error rate is  20.9210526316
Running  1050 Iterations, The Training Error rate is  6.25  and the Test Error rate is  20.7894736842
Running  1051 Iterations, The Training Error rate is  6.35  and the Test Error rate is  20.9210526316
Running  1052 Iterations, The Training Error rate is  6.4  and the Test Error rate is  20.9210526316
Running  1053 Iterations, The Training Error rate is  6.4  and the Test Error rate is  20.7894736842
Running  1054 Iterations, The Training Error rate is  6.55  and the Test Error rate is  20.7894736842
Running  1055 Iterations, The Training Error rate is  5.85  and the Test Error rate is  20.5263157895
Running  1056 Iterations, The Training Error rate is  6.15  and the Test Error rate is  20.5263157895
Running  1057 Iterations, The Training Error rate is  5.9  and the Test Error rate is  20.6578947368
Running  1058 Iterations, The Training Error rate is  6.8  and the Test Error rate is  21.0526315789
Running  1059 Iterations, The Training Error rate is  6.55  and the Test Error rate is  21.3157894737
Running  1060 Iterations, The Training Error rate is  6.7  and the Test Error rate is  21.3157894737
Running  1061 Iterations, The Training Error rate is  6.75  and the Test Error rate is  21.0526315789
Running  1062 Iterations, The Training Error rate is  7.2  and the Test Error rate is  21.3157894737
Running  1063 Iterations, The Training Error rate is  6.7  and the Test Error rate is  20.9210526316
Running  1064 Iterations, The Training Error rate is  7.2  and the Test Error rate is  21.0526315789
Running  1065 Iterations, The Training Error rate is  7.3  and the Test Error rate is  20.9210526316
Running  1066 Iterations, The Training Error rate is  7.35  and the Test Error rate is  20.6578947368
Running  1067 Iterations, The Training Error rate is  7.4  and the Test Error rate is  20.5263157895
Running  1068 Iterations, The Training Error rate is  6.75  and the Test Error rate is  20.3947368421
Running  1069 Iterations, The Training Error rate is  6.55  and the Test Error rate is  20.0
Running  1070 Iterations, The Training Error rate is  6.65  and the Test Error rate is  20.1315789474
Running  1071 Iterations, The Training Error rate is  6.55  and the Test Error rate is  20.2631578947
Running  1072 Iterations, The Training Error rate is  6.95  and the Test Error rate is  20.2631578947
Running  1073 Iterations, The Training Error rate is  7.1  and the Test Error rate is  20.7894736842
Running  1074 Iterations, The Training Error rate is  7.0  and the Test Error rate is  20.3947368421
Running  1075 Iterations, The Training Error rate is  6.85  and the Test Error rate is  19.8684210526
Running  1076 Iterations, The Training Error rate is  7.55  and the Test Error rate is  20.2631578947
Running  1077 Iterations, The Training Error rate is  7.85  and the Test Error rate is  20.6578947368
Running  1078 Iterations, The Training Error rate is  7.75  and the Test Error rate is  20.2631578947
Running  1079 Iterations, The Training Error rate is  7.95  and the Test Error rate is  20.1315789474
Running  1080 Iterations, The Training Error rate is  8.0  and the Test Error rate is  20.0
Running  1081 Iterations, The Training Error rate is  8.25  and the Test Error rate is  19.8684210526
Running  1082 Iterations, The Training Error rate is  7.7  and the Test Error rate is  19.3421052632
Running  1083 Iterations, The Training Error rate is  7.65  and the Test Error rate is  18.5526315789
Running  1084 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.5526315789
Running  1085 Iterations, The Training Error rate is  7.65  and the Test Error rate is  18.5526315789
Running  1086 Iterations, The Training Error rate is  7.35  and the Test Error rate is  18.4210526316
Running  1087 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.7631578947
Running  1088 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.2368421053
Running  1089 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.9736842105
Running  1090 Iterations, The Training Error rate is  6.55  and the Test Error rate is  16.3157894737
Running  1091 Iterations, The Training Error rate is  6.65  and the Test Error rate is  16.1842105263
Running  1092 Iterations, The Training Error rate is  6.35  and the Test Error rate is  15.7894736842
Running  1093 Iterations, The Training Error rate is  6.1  and the Test Error rate is  15.5263157895
Running  1094 Iterations, The Training Error rate is  5.75  and the Test Error rate is  15.0
Running  1095 Iterations, The Training Error rate is  5.75  and the Test Error rate is  15.1315789474
Running  1096 Iterations, The Training Error rate is  5.45  and the Test Error rate is  14.8684210526
Running  1097 Iterations, The Training Error rate is  5.35  and the Test Error rate is  14.8684210526
Running  1098 Iterations, The Training Error rate is  5.6  and the Test Error rate is  15.2631578947
Running  1099 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.6578947368
Running  1100 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.3157894737
Running  1101 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  1102 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.9736842105
Running  1103 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.3684210526
Running  1104 Iterations, The Training Error rate is  6.75  and the Test Error rate is  18.1578947368
Running  1105 Iterations, The Training Error rate is  6.75  and the Test Error rate is  18.1578947368
Running  1106 Iterations, The Training Error rate is  6.95  and the Test Error rate is  18.4210526316
Running  1107 Iterations, The Training Error rate is  7.1  and the Test Error rate is  18.4210526316
Running  1108 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.5526315789
Running  1109 Iterations, The Training Error rate is  7.55  and the Test Error rate is  18.1578947368
Running  1110 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.7631578947
Running  1111 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.7631578947
Running  1112 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.5
Running  1113 Iterations, The Training Error rate is  7.25  and the Test Error rate is  18.2894736842
Running  1114 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.7631578947
Running  1115 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.8947368421
Running  1116 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.3684210526
Running  1117 Iterations, The Training Error rate is  7.15  and the Test Error rate is  18.4210526316
Running  1118 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.5526315789
Running  1119 Iterations, The Training Error rate is  6.85  and the Test Error rate is  18.5526315789
Running  1120 Iterations, The Training Error rate is  6.85  and the Test Error rate is  18.5526315789
Running  1121 Iterations, The Training Error rate is  7.45  and the Test Error rate is  19.0789473684
Running  1122 Iterations, The Training Error rate is  7.65  and the Test Error rate is  19.4736842105
Running  1123 Iterations, The Training Error rate is  6.95  and the Test Error rate is  18.8157894737
Running  1124 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.9473684211
Running  1125 Iterations, The Training Error rate is  7.95  and the Test Error rate is  19.4736842105
Running  1126 Iterations, The Training Error rate is  8.35  and the Test Error rate is  20.0
Running  1127 Iterations, The Training Error rate is  7.35  and the Test Error rate is  19.3421052632
Running  1128 Iterations, The Training Error rate is  7.35  and the Test Error rate is  19.3421052632
Running  1129 Iterations, The Training Error rate is  7.3  and the Test Error rate is  19.6052631579
Running  1130 Iterations, The Training Error rate is  7.5  and the Test Error rate is  19.7368421053
Running  1131 Iterations, The Training Error rate is  6.85  and the Test Error rate is  19.0789473684
Running  1132 Iterations, The Training Error rate is  6.65  and the Test Error rate is  18.6842105263
Running  1133 Iterations, The Training Error rate is  7.1  and the Test Error rate is  18.9473684211
Running  1134 Iterations, The Training Error rate is  7.2  and the Test Error rate is  18.5526315789
Running  1135 Iterations, The Training Error rate is  6.6  and the Test Error rate is  18.2894736842
Running  1136 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.7631578947
Running  1137 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.5
Running  1138 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.1052631579
Running  1139 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.1052631579
Running  1140 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.1052631579
Running  1141 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.1052631579
Running  1142 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.3684210526
Running  1143 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.3684210526
Running  1144 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.1578947368
Running  1145 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.0263157895
Running  1146 Iterations, The Training Error rate is  7.15  and the Test Error rate is  18.5526315789
Running  1147 Iterations, The Training Error rate is  7.45  and the Test Error rate is  18.9473684211
Running  1148 Iterations, The Training Error rate is  7.3  and the Test Error rate is  18.9473684211
Running  1149 Iterations, The Training Error rate is  7.5  and the Test Error rate is  19.2105263158
Running  1150 Iterations, The Training Error rate is  7.4  and the Test Error rate is  19.3421052632
Running  1151 Iterations, The Training Error rate is  7.55  and the Test Error rate is  19.4736842105
Running  1152 Iterations, The Training Error rate is  7.75  and the Test Error rate is  19.4736842105
Running  1153 Iterations, The Training Error rate is  7.4  and the Test Error rate is  19.0789473684
Running  1154 Iterations, The Training Error rate is  7.3  and the Test Error rate is  18.6842105263
Running  1155 Iterations, The Training Error rate is  7.15  and the Test Error rate is  18.4210526316
Running  1156 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.8947368421
Running  1157 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.6315789474
Running  1158 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.7631578947
Running  1159 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.6315789474
Running  1160 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.3684210526
Running  1161 Iterations, The Training Error rate is  6.75  and the Test Error rate is  16.9736842105
Running  1162 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.3684210526
Running  1163 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.2368421053
Running  1164 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.1052631579
Running  1165 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.5
Running  1166 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  1167 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.6315789474
Running  1168 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.7631578947
Running  1169 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.6315789474
Running  1170 Iterations, The Training Error rate is  6.55  and the Test Error rate is  18.0263157895
Running  1171 Iterations, The Training Error rate is  6.5  and the Test Error rate is  18.4210526316
Running  1172 Iterations, The Training Error rate is  6.2  and the Test Error rate is  18.1578947368
Running  1173 Iterations, The Training Error rate is  5.9  and the Test Error rate is  18.1578947368
Running  1174 Iterations, The Training Error rate is  5.85  and the Test Error rate is  18.4210526316
Running  1175 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.0263157895
Running  1176 Iterations, The Training Error rate is  5.45  and the Test Error rate is  18.0263157895
Running  1177 Iterations, The Training Error rate is  5.55  and the Test Error rate is  18.4210526316
Running  1178 Iterations, The Training Error rate is  5.35  and the Test Error rate is  18.4210526316
Running  1179 Iterations, The Training Error rate is  5.2  and the Test Error rate is  18.4210526316
Running  1180 Iterations, The Training Error rate is  5.65  and the Test Error rate is  18.5526315789
Running  1181 Iterations, The Training Error rate is  5.65  and the Test Error rate is  18.6842105263
Running  1182 Iterations, The Training Error rate is  5.4  and the Test Error rate is  18.4210526316
Running  1183 Iterations, The Training Error rate is  5.55  and the Test Error rate is  18.4210526316
Running  1184 Iterations, The Training Error rate is  5.65  and the Test Error rate is  18.1578947368
Running  1185 Iterations, The Training Error rate is  5.65  and the Test Error rate is  18.0263157895
Running  1186 Iterations, The Training Error rate is  5.65  and the Test Error rate is  17.5
Running  1187 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.9736842105
Running  1188 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.7105263158
Running  1189 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.5789473684
Running  1190 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.3157894737
Running  1191 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.3157894737
Running  1192 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.7105263158
Running  1193 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.8421052632
Running  1194 Iterations, The Training Error rate is  5.6  and the Test Error rate is  17.1052631579
Running  1195 Iterations, The Training Error rate is  5.45  and the Test Error rate is  17.2368421053
Running  1196 Iterations, The Training Error rate is  5.45  and the Test Error rate is  17.5
Running  1197 Iterations, The Training Error rate is  5.45  and the Test Error rate is  17.6315789474
Running  1198 Iterations, The Training Error rate is  5.25  and the Test Error rate is  17.3684210526
Running  1199 Iterations, The Training Error rate is  5.3  and the Test Error rate is  17.5
Running  1200 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.5
Running  1201 Iterations, The Training Error rate is  5.15  and the Test Error rate is  17.5
Running  1202 Iterations, The Training Error rate is  4.6  and the Test Error rate is  16.7105263158
Running  1203 Iterations, The Training Error rate is  4.8  and the Test Error rate is  16.8421052632
Running  1204 Iterations, The Training Error rate is  4.6  and the Test Error rate is  16.4473684211
Running  1205 Iterations, The Training Error rate is  4.95  and the Test Error rate is  16.7105263158
Running  1206 Iterations, The Training Error rate is  4.8  and the Test Error rate is  16.5789473684
Running  1207 Iterations, The Training Error rate is  4.7  and the Test Error rate is  16.4473684211
Running  1208 Iterations, The Training Error rate is  5.4  and the Test Error rate is  17.2368421053
Running  1209 Iterations, The Training Error rate is  5.3  and the Test Error rate is  17.1052631579
Running  1210 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.9736842105
Running  1211 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.8421052632
Running  1212 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.6315789474
Running  1213 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.7631578947
Running  1214 Iterations, The Training Error rate is  6.25  and the Test Error rate is  18.1578947368
Running  1215 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.8947368421
Running  1216 Iterations, The Training Error rate is  6.5  and the Test Error rate is  18.2894736842
Running  1217 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.4210526316
Running  1218 Iterations, The Training Error rate is  6.4  and the Test Error rate is  18.0263157895
Running  1219 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.8947368421
Running  1220 Iterations, The Training Error rate is  6.75  and the Test Error rate is  18.0263157895
Running  1221 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  1222 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.5
Running  1223 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.2368421053
Running  1224 Iterations, The Training Error rate is  6.6  and the Test Error rate is  16.9736842105
Running  1225 Iterations, The Training Error rate is  6.5  and the Test Error rate is  16.9736842105
Running  1226 Iterations, The Training Error rate is  6.35  and the Test Error rate is  16.4473684211
Running  1227 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.8421052632
Running  1228 Iterations, The Training Error rate is  6.75  and the Test Error rate is  16.5789473684
Running  1229 Iterations, The Training Error rate is  6.95  and the Test Error rate is  16.5789473684
Running  1230 Iterations, The Training Error rate is  6.75  and the Test Error rate is  16.1842105263
Running  1231 Iterations, The Training Error rate is  6.75  and the Test Error rate is  16.3157894737
Running  1232 Iterations, The Training Error rate is  6.4  and the Test Error rate is  15.6578947368
Running  1233 Iterations, The Training Error rate is  6.2  and the Test Error rate is  15.5263157895
Running  1234 Iterations, The Training Error rate is  6.2  and the Test Error rate is  15.3947368421
Running  1235 Iterations, The Training Error rate is  6.1  and the Test Error rate is  15.2631578947
Running  1236 Iterations, The Training Error rate is  6.35  and the Test Error rate is  15.7894736842
Running  1237 Iterations, The Training Error rate is  5.7  and the Test Error rate is  15.1315789474
Running  1238 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.0
Running  1239 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.6052631579
Running  1240 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.6052631579
Running  1241 Iterations, The Training Error rate is  4.95  and the Test Error rate is  14.3421052632
Running  1242 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.4736842105
Running  1243 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.2105263158
Running  1244 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.2105263158
Running  1245 Iterations, The Training Error rate is  5.15  and the Test Error rate is  14.6052631579
Running  1246 Iterations, The Training Error rate is  4.65  and the Test Error rate is  14.3421052632
Running  1247 Iterations, The Training Error rate is  5.15  and the Test Error rate is  15.0
Running  1248 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.3947368421
Running  1249 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.0526315789
Running  1250 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.1842105263
Running  1251 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.7105263158
Running  1252 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.9736842105
Running  1253 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.5
Running  1254 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.8947368421
Running  1255 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.6315789474
Running  1256 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.6315789474
Running  1257 Iterations, The Training Error rate is  6.55  and the Test Error rate is  16.9736842105
Running  1258 Iterations, The Training Error rate is  6.75  and the Test Error rate is  16.8421052632
Running  1259 Iterations, The Training Error rate is  6.55  and the Test Error rate is  16.3157894737
Running  1260 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.8421052632
Running  1261 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.5789473684
Running  1262 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.5789473684
Running  1263 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.9210526316
Running  1264 Iterations, The Training Error rate is  6.55  and the Test Error rate is  15.7894736842
Running  1265 Iterations, The Training Error rate is  5.9  and the Test Error rate is  15.5263157895
Running  1266 Iterations, The Training Error rate is  5.95  and the Test Error rate is  15.3947368421
Running  1267 Iterations, The Training Error rate is  5.85  and the Test Error rate is  15.2631578947
Running  1268 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.3947368421
Running  1269 Iterations, The Training Error rate is  5.9  and the Test Error rate is  15.3947368421
Running  1270 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.4736842105
Running  1271 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.0789473684
Running  1272 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.9473684211
Running  1273 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.0789473684
Running  1274 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.6842105263
Running  1275 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.5526315789
Running  1276 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.6842105263
Running  1277 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.6842105263
Running  1278 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.8157894737
Running  1279 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.8157894737
Running  1280 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.7368421053
Running  1281 Iterations, The Training Error rate is  4.95  and the Test Error rate is  15.1315789474
Running  1282 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.5263157895
Running  1283 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.6578947368
Running  1284 Iterations, The Training Error rate is  5.65  and the Test Error rate is  15.9210526316
Running  1285 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.0526315789
Running  1286 Iterations, The Training Error rate is  5.65  and the Test Error rate is  15.7894736842
Running  1287 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.0526315789
Running  1288 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.0526315789
Running  1289 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.3157894737
Running  1290 Iterations, The Training Error rate is  5.3  and the Test Error rate is  15.5263157895
Running  1291 Iterations, The Training Error rate is  5.5  and the Test Error rate is  15.6578947368
Running  1292 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.5263157895
Running  1293 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.6578947368
Running  1294 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.3947368421
Running  1295 Iterations, The Training Error rate is  5.5  and the Test Error rate is  15.3947368421
Running  1296 Iterations, The Training Error rate is  5.75  and the Test Error rate is  15.3947368421
Running  1297 Iterations, The Training Error rate is  5.7  and the Test Error rate is  15.1315789474
Running  1298 Iterations, The Training Error rate is  5.2  and the Test Error rate is  14.7368421053
Running  1299 Iterations, The Training Error rate is  5.65  and the Test Error rate is  14.8684210526
Running  1300 Iterations, The Training Error rate is  5.75  and the Test Error rate is  14.8684210526
Running  1301 Iterations, The Training Error rate is  5.5  and the Test Error rate is  14.6052631579
Running  1302 Iterations, The Training Error rate is  5.3  and the Test Error rate is  14.3421052632
Running  1303 Iterations, The Training Error rate is  5.7  and the Test Error rate is  14.8684210526
Running  1304 Iterations, The Training Error rate is  5.85  and the Test Error rate is  15.0
Running  1305 Iterations, The Training Error rate is  5.9  and the Test Error rate is  15.2631578947
Running  1306 Iterations, The Training Error rate is  5.85  and the Test Error rate is  15.9210526316
Running  1307 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.3157894737
Running  1308 Iterations, The Training Error rate is  6.5  and the Test Error rate is  16.8421052632
Running  1309 Iterations, The Training Error rate is  6.1  and the Test Error rate is  16.7105263158
Running  1310 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.8421052632
Running  1311 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.5
Running  1312 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.8947368421
Running  1313 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.5
Running  1314 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.6315789474
Running  1315 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.6315789474
Running  1316 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.2368421053
Running  1317 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.2368421053
Running  1318 Iterations, The Training Error rate is  6.3  and the Test Error rate is  16.8421052632
Running  1319 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.3684210526
Running  1320 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.6315789474
Running  1321 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.2368421053
Running  1322 Iterations, The Training Error rate is  6.8  and the Test Error rate is  16.9736842105
Running  1323 Iterations, The Training Error rate is  6.5  and the Test Error rate is  16.8421052632
Running  1324 Iterations, The Training Error rate is  6.45  and the Test Error rate is  16.7105263158
Running  1325 Iterations, The Training Error rate is  6.1  and the Test Error rate is  16.1842105263
Running  1326 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.9210526316
Running  1327 Iterations, The Training Error rate is  5.95  and the Test Error rate is  15.9210526316
Running  1328 Iterations, The Training Error rate is  5.9  and the Test Error rate is  15.9210526316
Running  1329 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.6578947368
Running  1330 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.5263157895
Running  1331 Iterations, The Training Error rate is  5.15  and the Test Error rate is  15.2631578947
Running  1332 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.2631578947
Running  1333 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.5263157895
Running  1334 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.6578947368
Running  1335 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.3157894737
Running  1336 Iterations, The Training Error rate is  6.05  and the Test Error rate is  16.5789473684
Running  1337 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.5789473684
Running  1338 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.7105263158
Running  1339 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.4473684211
Running  1340 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.4473684211
Running  1341 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.8421052632
Running  1342 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.7105263158
Running  1343 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.3157894737
Running  1344 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.3157894737
Running  1345 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.7894736842
Running  1346 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.1842105263
Running  1347 Iterations, The Training Error rate is  5.7  and the Test Error rate is  15.7894736842
Running  1348 Iterations, The Training Error rate is  5.85  and the Test Error rate is  15.6578947368
Running  1349 Iterations, The Training Error rate is  5.85  and the Test Error rate is  15.5263157895
Running  1350 Iterations, The Training Error rate is  5.95  and the Test Error rate is  15.5263157895
Running  1351 Iterations, The Training Error rate is  5.8  and the Test Error rate is  15.3947368421
Running  1352 Iterations, The Training Error rate is  5.75  and the Test Error rate is  15.5263157895
Running  1353 Iterations, The Training Error rate is  5.75  and the Test Error rate is  15.3947368421
Running  1354 Iterations, The Training Error rate is  5.3  and the Test Error rate is  15.1315789474
Running  1355 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.1315789474
Running  1356 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.8684210526
Running  1357 Iterations, The Training Error rate is  4.65  and the Test Error rate is  14.8684210526
Running  1358 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.8684210526
Running  1359 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.7368421053
Running  1360 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.6052631579
Running  1361 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.3421052632
Running  1362 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.3421052632
Running  1363 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.3421052632
Running  1364 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.8684210526
Running  1365 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.8684210526
Running  1366 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.3421052632
Running  1367 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.2105263158
Running  1368 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.0789473684
Running  1369 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.0789473684
Running  1370 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.2105263158
Running  1371 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.9473684211
Running  1372 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.9473684211
Running  1373 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.9473684211
Running  1374 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.2894736842
Running  1375 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.2894736842
Running  1376 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.0789473684
Running  1377 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.3421052632
Running  1378 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.4736842105
Running  1379 Iterations, The Training Error rate is  5.05  and the Test Error rate is  14.4736842105
Running  1380 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.0789473684
Running  1381 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.2105263158
Running  1382 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.9473684211
Running  1383 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.2105263158
Running  1384 Iterations, The Training Error rate is  5.3  and the Test Error rate is  14.3421052632
Running  1385 Iterations, The Training Error rate is  5.7  and the Test Error rate is  14.6052631579
Running  1386 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.9473684211
Running  1387 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.9473684211
Running  1388 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.6842105263
Running  1389 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.6842105263
Running  1390 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.8157894737
Running  1391 Iterations, The Training Error rate is  5.55  and the Test Error rate is  14.2105263158
Running  1392 Iterations, The Training Error rate is  5.5  and the Test Error rate is  14.0789473684
Running  1393 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.9473684211
Running  1394 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.9473684211
Running  1395 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.8157894737
Running  1396 Iterations, The Training Error rate is  5.05  and the Test Error rate is  14.6052631579
Running  1397 Iterations, The Training Error rate is  5.05  and the Test Error rate is  14.8684210526
Running  1398 Iterations, The Training Error rate is  5.15  and the Test Error rate is  15.0
Running  1399 Iterations, The Training Error rate is  5.0  and the Test Error rate is  15.1315789474
Running  1400 Iterations, The Training Error rate is  5.0  and the Test Error rate is  15.0
Running  1401 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.1315789474
Running  1402 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.3947368421
Running  1403 Iterations, The Training Error rate is  5.65  and the Test Error rate is  15.5263157895
Running  1404 Iterations, The Training Error rate is  5.75  and the Test Error rate is  15.5263157895
Running  1405 Iterations, The Training Error rate is  6.55  and the Test Error rate is  16.1842105263
Running  1406 Iterations, The Training Error rate is  6.2  and the Test Error rate is  15.3947368421
Running  1407 Iterations, The Training Error rate is  6.15  and the Test Error rate is  15.1315789474
Running  1408 Iterations, The Training Error rate is  6.25  and the Test Error rate is  15.2631578947
Running  1409 Iterations, The Training Error rate is  6.05  and the Test Error rate is  15.1315789474
Running  1410 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.9210526316
Running  1411 Iterations, The Training Error rate is  5.8  and the Test Error rate is  15.3947368421
Running  1412 Iterations, The Training Error rate is  5.85  and the Test Error rate is  15.2631578947
Running  1413 Iterations, The Training Error rate is  5.65  and the Test Error rate is  15.1315789474
Running  1414 Iterations, The Training Error rate is  5.85  and the Test Error rate is  15.3947368421
Running  1415 Iterations, The Training Error rate is  5.15  and the Test Error rate is  14.6052631579
Running  1416 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.6052631579
Running  1417 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.6052631579
Running  1418 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.2105263158
Running  1419 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.3421052632
Running  1420 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.5526315789
Running  1421 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.9473684211
Running  1422 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.2105263158
Running  1423 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.4736842105
Running  1424 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.4736842105
Running  1425 Iterations, The Training Error rate is  5.3  and the Test Error rate is  14.8684210526
Running  1426 Iterations, The Training Error rate is  5.3  and the Test Error rate is  14.8684210526
Running  1427 Iterations, The Training Error rate is  5.6  and the Test Error rate is  15.1315789474
Running  1428 Iterations, The Training Error rate is  5.6  and the Test Error rate is  15.3947368421
Running  1429 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.2631578947
Running  1430 Iterations, The Training Error rate is  5.7  and the Test Error rate is  15.6578947368
Running  1431 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.2631578947
Running  1432 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.2631578947
Running  1433 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.0
Running  1434 Iterations, The Training Error rate is  5.25  and the Test Error rate is  14.8684210526
Running  1435 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.1315789474
Running  1436 Iterations, The Training Error rate is  5.55  and the Test Error rate is  15.3947368421
Running  1437 Iterations, The Training Error rate is  5.2  and the Test Error rate is  15.0
Running  1438 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.0
Running  1439 Iterations, The Training Error rate is  5.7  and the Test Error rate is  15.5263157895
Running  1440 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.3947368421
Running  1441 Iterations, The Training Error rate is  5.15  and the Test Error rate is  15.3947368421
Running  1442 Iterations, The Training Error rate is  5.2  and the Test Error rate is  15.3947368421
Running  1443 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.2631578947
Running  1444 Iterations, The Training Error rate is  5.15  and the Test Error rate is  15.3947368421
Running  1445 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.7368421053
Running  1446 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.4736842105
Running  1447 Iterations, The Training Error rate is  5.05  and the Test Error rate is  14.6052631579
Running  1448 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.7368421053
Running  1449 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.0789473684
Running  1450 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.2105263158
Running  1451 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.0789473684
Running  1452 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.6842105263
Running  1453 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.6842105263
Running  1454 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.4210526316
Running  1455 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.4210526316
Running  1456 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.5526315789
Running  1457 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.5526315789
Running  1458 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.6842105263
Running  1459 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.8157894737
Running  1460 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.6842105263
Running  1461 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.8157894737
Running  1462 Iterations, The Training Error rate is  4.95  and the Test Error rate is  14.4736842105
Running  1463 Iterations, The Training Error rate is  4.95  and the Test Error rate is  14.4736842105
Running  1464 Iterations, The Training Error rate is  5.45  and the Test Error rate is  15.0
Running  1465 Iterations, The Training Error rate is  5.45  and the Test Error rate is  15.0
Running  1466 Iterations, The Training Error rate is  5.55  and the Test Error rate is  15.1315789474
Running  1467 Iterations, The Training Error rate is  5.65  and the Test Error rate is  15.1315789474
Running  1468 Iterations, The Training Error rate is  5.4  and the Test Error rate is  14.6052631579
Running  1469 Iterations, The Training Error rate is  5.55  and the Test Error rate is  14.7368421053
Running  1470 Iterations, The Training Error rate is  5.75  and the Test Error rate is  15.0
Running  1471 Iterations, The Training Error rate is  5.85  and the Test Error rate is  15.1315789474
Running  1472 Iterations, The Training Error rate is  5.6  and the Test Error rate is  14.6052631579
Running  1473 Iterations, The Training Error rate is  5.6  and the Test Error rate is  14.7368421053
Running  1474 Iterations, The Training Error rate is  5.15  and the Test Error rate is  14.2105263158
Running  1475 Iterations, The Training Error rate is  5.2  and the Test Error rate is  14.2105263158
Running  1476 Iterations, The Training Error rate is  5.55  and the Test Error rate is  14.6052631579
Running  1477 Iterations, The Training Error rate is  5.3  and the Test Error rate is  14.4736842105
Running  1478 Iterations, The Training Error rate is  5.15  and the Test Error rate is  14.7368421053
Running  1479 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.6052631579
Running  1480 Iterations, The Training Error rate is  5.15  and the Test Error rate is  14.8684210526
Running  1481 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.8684210526
Running  1482 Iterations, The Training Error rate is  4.95  and the Test Error rate is  15.0
Running  1483 Iterations, The Training Error rate is  5.15  and the Test Error rate is  14.8684210526
Running  1484 Iterations, The Training Error rate is  5.25  and the Test Error rate is  14.8684210526
Running  1485 Iterations, The Training Error rate is  5.5  and the Test Error rate is  15.0
Running  1486 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.7368421053
Running  1487 Iterations, The Training Error rate is  5.15  and the Test Error rate is  15.1315789474
Running  1488 Iterations, The Training Error rate is  5.2  and the Test Error rate is  15.0
Running  1489 Iterations, The Training Error rate is  5.9  and the Test Error rate is  15.6578947368
Running  1490 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.0
Running  1491 Iterations, The Training Error rate is  5.45  and the Test Error rate is  15.1315789474
Running  1492 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.1315789474
Running  1493 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.1315789474
Running  1494 Iterations, The Training Error rate is  5.15  and the Test Error rate is  15.1315789474
Running  1495 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.2631578947
Running  1496 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.8684210526
Running  1497 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.8684210526
Running  1498 Iterations, The Training Error rate is  5.0  and the Test Error rate is  15.3947368421
Running  1499 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  1500 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.2631578947
Running  1501 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.3947368421
Running  1502 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.2631578947
Running  1503 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.9210526316
Running  1504 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.0526315789
Running  1505 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.0526315789
Running  1506 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.0526315789
Running  1507 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.0526315789
Running  1508 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.5263157895
Running  1509 Iterations, The Training Error rate is  6.05  and the Test Error rate is  15.3947368421
Running  1510 Iterations, The Training Error rate is  5.9  and the Test Error rate is  15.3947368421
Running  1511 Iterations, The Training Error rate is  6.15  and the Test Error rate is  15.2631578947
Running  1512 Iterations, The Training Error rate is  6.05  and the Test Error rate is  15.3947368421
Running  1513 Iterations, The Training Error rate is  5.6  and the Test Error rate is  14.7368421053
Running  1514 Iterations, The Training Error rate is  5.7  and the Test Error rate is  14.7368421053
Running  1515 Iterations, The Training Error rate is  5.3  and the Test Error rate is  14.4736842105
Running  1516 Iterations, The Training Error rate is  5.25  and the Test Error rate is  14.6052631579
Running  1517 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  1518 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.4736842105
Running  1519 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.2105263158
Running  1520 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.0789473684
Running  1521 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.0789473684
Running  1522 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.9473684211
Running  1523 Iterations, The Training Error rate is  5.5  and the Test Error rate is  14.7368421053
Running  1524 Iterations, The Training Error rate is  5.45  and the Test Error rate is  14.6052631579
Running  1525 Iterations, The Training Error rate is  5.55  and the Test Error rate is  14.6052631579
Running  1526 Iterations, The Training Error rate is  5.5  and the Test Error rate is  14.4736842105
Running  1527 Iterations, The Training Error rate is  5.95  and the Test Error rate is  15.0
Running  1528 Iterations, The Training Error rate is  6.05  and the Test Error rate is  15.2631578947
Running  1529 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.6578947368
Running  1530 Iterations, The Training Error rate is  6.55  and the Test Error rate is  15.7894736842
Running  1531 Iterations, The Training Error rate is  6.35  and the Test Error rate is  15.5263157895
Running  1532 Iterations, The Training Error rate is  6.45  and the Test Error rate is  15.5263157895
Running  1533 Iterations, The Training Error rate is  5.9  and the Test Error rate is  14.7368421053
Running  1534 Iterations, The Training Error rate is  5.9  and the Test Error rate is  14.7368421053
Running  1535 Iterations, The Training Error rate is  6.05  and the Test Error rate is  15.0
Running  1536 Iterations, The Training Error rate is  6.05  and the Test Error rate is  15.0
Running  1537 Iterations, The Training Error rate is  5.9  and the Test Error rate is  14.7368421053
Running  1538 Iterations, The Training Error rate is  5.7  and the Test Error rate is  14.4736842105
Running  1539 Iterations, The Training Error rate is  5.15  and the Test Error rate is  14.0789473684
Running  1540 Iterations, The Training Error rate is  5.4  and the Test Error rate is  14.0789473684
Running  1541 Iterations, The Training Error rate is  5.2  and the Test Error rate is  14.0789473684
Running  1542 Iterations, The Training Error rate is  5.45  and the Test Error rate is  14.2105263158
Running  1543 Iterations, The Training Error rate is  5.6  and the Test Error rate is  14.3421052632
Running  1544 Iterations, The Training Error rate is  5.75  and the Test Error rate is  14.4736842105
Running  1545 Iterations, The Training Error rate is  5.7  and the Test Error rate is  14.3421052632
Running  1546 Iterations, The Training Error rate is  6.05  and the Test Error rate is  14.4736842105
Running  1547 Iterations, The Training Error rate is  5.65  and the Test Error rate is  14.0789473684
Running  1548 Iterations, The Training Error rate is  6.1  and the Test Error rate is  14.4736842105
Running  1549 Iterations, The Training Error rate is  6.1  and the Test Error rate is  14.6052631579
Running  1550 Iterations, The Training Error rate is  5.95  and the Test Error rate is  14.8684210526
Running  1551 Iterations, The Training Error rate is  6.1  and the Test Error rate is  15.0
Running  1552 Iterations, The Training Error rate is  6.05  and the Test Error rate is  15.1315789474
Running  1553 Iterations, The Training Error rate is  5.85  and the Test Error rate is  15.0
Running  1554 Iterations, The Training Error rate is  6.2  and the Test Error rate is  15.3947368421
Running  1555 Iterations, The Training Error rate is  6.2  and the Test Error rate is  15.3947368421
Running  1556 Iterations, The Training Error rate is  5.95  and the Test Error rate is  15.6578947368
Running  1557 Iterations, The Training Error rate is  5.9  and the Test Error rate is  15.5263157895
Running  1558 Iterations, The Training Error rate is  5.9  and the Test Error rate is  15.5263157895
Running  1559 Iterations, The Training Error rate is  5.85  and the Test Error rate is  15.3947368421
Running  1560 Iterations, The Training Error rate is  5.95  and the Test Error rate is  15.2631578947
Running  1561 Iterations, The Training Error rate is  5.8  and the Test Error rate is  15.1315789474
Running  1562 Iterations, The Training Error rate is  5.6  and the Test Error rate is  15.0
Running  1563 Iterations, The Training Error rate is  5.5  and the Test Error rate is  15.0
Running  1564 Iterations, The Training Error rate is  5.35  and the Test Error rate is  14.7368421053
Running  1565 Iterations, The Training Error rate is  5.2  and the Test Error rate is  14.6052631579
Running  1566 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.2105263158
Running  1567 Iterations, The Training Error rate is  5.05  and the Test Error rate is  14.2105263158
Running  1568 Iterations, The Training Error rate is  4.95  and the Test Error rate is  14.3421052632
Running  1569 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.3421052632
Running  1570 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.2105263158
Running  1571 Iterations, The Training Error rate is  4.65  and the Test Error rate is  14.2105263158
Running  1572 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.7368421053
Running  1573 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.0
Running  1574 Iterations, The Training Error rate is  5.0  and the Test Error rate is  15.1315789474
Running  1575 Iterations, The Training Error rate is  5.15  and the Test Error rate is  15.1315789474
Running  1576 Iterations, The Training Error rate is  5.3  and the Test Error rate is  15.2631578947
Running  1577 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.2631578947
Running  1578 Iterations, The Training Error rate is  5.2  and the Test Error rate is  14.8684210526
Running  1579 Iterations, The Training Error rate is  5.4  and the Test Error rate is  14.8684210526
Running  1580 Iterations, The Training Error rate is  5.8  and the Test Error rate is  15.1315789474
Running  1581 Iterations, The Training Error rate is  5.85  and the Test Error rate is  15.0
Running  1582 Iterations, The Training Error rate is  5.45  and the Test Error rate is  14.4736842105
Running  1583 Iterations, The Training Error rate is  5.45  and the Test Error rate is  14.3421052632
Running  1584 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.8157894737
Running  1585 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.6842105263
Running  1586 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.5526315789
Running  1587 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.5526315789
Running  1588 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.8157894737
Running  1589 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.6842105263
Running  1590 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.1578947368
Running  1591 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.2894736842
Running  1592 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.5526315789
Running  1593 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.4210526316
Running  1594 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.8157894737
Running  1595 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.9473684211
Running  1596 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.8157894737
Running  1597 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.6842105263
Running  1598 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.4210526316
Running  1599 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.5526315789
Running  1600 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.5526315789
Running  1601 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.6842105263
Running  1602 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.1578947368
Running  1603 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.0263157895
Running  1604 Iterations, The Training Error rate is  3.7  and the Test Error rate is  12.6315789474
Running  1605 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.6315789474
Running  1606 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.6315789474
Running  1607 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.6315789474
Running  1608 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.8947368421
Running  1609 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.8947368421
Running  1610 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.0263157895
Running  1611 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.1578947368
Running  1612 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.5526315789
Running  1613 Iterations, The Training Error rate is  5.3  and the Test Error rate is  14.0789473684
Running  1614 Iterations, The Training Error rate is  5.35  and the Test Error rate is  14.3421052632
Running  1615 Iterations, The Training Error rate is  4.95  and the Test Error rate is  14.2105263158
Running  1616 Iterations, The Training Error rate is  5.05  and the Test Error rate is  14.6052631579
Running  1617 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.7368421053
Running  1618 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.7368421053
Running  1619 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.6052631579
Running  1620 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.1315789474
Running  1621 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.7368421053
Running  1622 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.3421052632
Running  1623 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.9473684211
Running  1624 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.8157894737
Running  1625 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.9473684211
Running  1626 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.5526315789
Running  1627 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.5526315789
Running  1628 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.5526315789
Running  1629 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.6842105263
Running  1630 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.5526315789
Running  1631 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.6842105263
Running  1632 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.6842105263
Running  1633 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.9473684211
Running  1634 Iterations, The Training Error rate is  5.25  and the Test Error rate is  14.0789473684
Running  1635 Iterations, The Training Error rate is  5.3  and the Test Error rate is  14.2105263158
Running  1636 Iterations, The Training Error rate is  5.35  and the Test Error rate is  14.3421052632
Running  1637 Iterations, The Training Error rate is  5.6  and the Test Error rate is  14.4736842105
Running  1638 Iterations, The Training Error rate is  5.4  and the Test Error rate is  14.0789473684
Running  1639 Iterations, The Training Error rate is  5.7  and the Test Error rate is  14.7368421053
Running  1640 Iterations, The Training Error rate is  5.6  and the Test Error rate is  14.2105263158
Running  1641 Iterations, The Training Error rate is  5.5  and the Test Error rate is  14.3421052632
Running  1642 Iterations, The Training Error rate is  5.6  and the Test Error rate is  14.8684210526
Running  1643 Iterations, The Training Error rate is  5.4  and the Test Error rate is  14.6052631579
Running  1644 Iterations, The Training Error rate is  5.3  and the Test Error rate is  14.3421052632
Running  1645 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.0789473684
Running  1646 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.9473684211
Running  1647 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.8157894737
Running  1648 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.6842105263
Running  1649 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.8947368421
Running  1650 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.8947368421
Running  1651 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.1578947368
Running  1652 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.7631578947
Running  1653 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.1578947368
Running  1654 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.1578947368
Running  1655 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.1578947368
Running  1656 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.2894736842
Running  1657 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.5526315789
Running  1658 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.5526315789
Running  1659 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.0789473684
Running  1660 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.0789473684
Running  1661 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.5526315789
Running  1662 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.4210526316
Running  1663 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.2894736842
Running  1664 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.2894736842
Running  1665 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.8157894737
Running  1666 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.6842105263
Running  1667 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.6842105263
Running  1668 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.0789473684
Running  1669 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.5526315789
Running  1670 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.9473684211
Running  1671 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.9473684211
Running  1672 Iterations, The Training Error rate is  5.85  and the Test Error rate is  14.4736842105
Running  1673 Iterations, The Training Error rate is  5.7  and the Test Error rate is  14.3421052632
Running  1674 Iterations, The Training Error rate is  5.75  and the Test Error rate is  14.7368421053
Running  1675 Iterations, The Training Error rate is  5.5  and the Test Error rate is  14.4736842105
Running  1676 Iterations, The Training Error rate is  5.75  and the Test Error rate is  14.7368421053
Running  1677 Iterations, The Training Error rate is  5.65  and the Test Error rate is  14.3421052632
Running  1678 Iterations, The Training Error rate is  5.65  and the Test Error rate is  14.4736842105
Running  1679 Iterations, The Training Error rate is  5.65  and the Test Error rate is  14.6052631579
Running  1680 Iterations, The Training Error rate is  5.6  and the Test Error rate is  14.8684210526
Running  1681 Iterations, The Training Error rate is  5.55  and the Test Error rate is  15.1315789474
Running  1682 Iterations, The Training Error rate is  5.15  and the Test Error rate is  14.8684210526
Running  1683 Iterations, The Training Error rate is  5.2  and the Test Error rate is  14.7368421053
Running  1684 Iterations, The Training Error rate is  5.05  and the Test Error rate is  14.3421052632
Running  1685 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.0789473684
Running  1686 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.8157894737
Running  1687 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.9473684211
Running  1688 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.5526315789
Running  1689 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.5526315789
Running  1690 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.1578947368
Running  1691 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.8947368421
Running  1692 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.7631578947
Running  1693 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.7631578947
Running  1694 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.8947368421
Running  1695 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.8947368421
Running  1696 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.8947368421
Running  1697 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.7631578947
Running  1698 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.0263157895
Running  1699 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.8947368421
Running  1700 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.6315789474
Running  1701 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.6315789474
Running  1702 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.5
Running  1703 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.3684210526
Running  1704 Iterations, The Training Error rate is  3.75  and the Test Error rate is  12.2368421053
Running  1705 Iterations, The Training Error rate is  3.7  and the Test Error rate is  12.2368421053
Running  1706 Iterations, The Training Error rate is  3.6  and the Test Error rate is  12.2368421053
Running  1707 Iterations, The Training Error rate is  3.55  and the Test Error rate is  12.2368421053
Running  1708 Iterations, The Training Error rate is  3.4  and the Test Error rate is  12.1052631579
Running  1709 Iterations, The Training Error rate is  3.35  and the Test Error rate is  12.1052631579
Running  1710 Iterations, The Training Error rate is  3.55  and the Test Error rate is  12.5
Running  1711 Iterations, The Training Error rate is  3.7  and the Test Error rate is  12.5
Running  1712 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.8947368421
Running  1713 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.8947368421
Running  1714 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.0263157895
Running  1715 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.0263157895
Running  1716 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.0263157895
Running  1717 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.0263157895
Running  1718 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.2894736842
Running  1719 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.2894736842
Running  1720 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.0263157895
Running  1721 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.0263157895
Running  1722 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.7631578947
Running  1723 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.7631578947
Running  1724 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.6315789474
Running  1725 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.7631578947
Running  1726 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.1578947368
Running  1727 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.2894736842
Running  1728 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.7631578947
Running  1729 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.0263157895
Running  1730 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.0263157895
Running  1731 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.4210526316
Running  1732 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.2894736842
Running  1733 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.5526315789
Running  1734 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.8157894737
Running  1735 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.9473684211
Running  1736 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.5526315789
Running  1737 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.5526315789
Running  1738 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.5526315789
Running  1739 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.2894736842
Running  1740 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.1578947368
Running  1741 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.7631578947
Running  1742 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.7631578947
Running  1743 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.0263157895
Running  1744 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.8947368421
Running  1745 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.6315789474
Running  1746 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.7631578947
Running  1747 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.7631578947
Running  1748 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.8947368421
Running  1749 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.8947368421
Running  1750 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.8947368421
Running  1751 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.2894736842
Running  1752 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.2894736842
Running  1753 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.7631578947
Running  1754 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.7631578947
Running  1755 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.7631578947
Running  1756 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.0263157895
Running  1757 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.0263157895
Running  1758 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.6842105263
Running  1759 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.6842105263
Running  1760 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.8157894737
Running  1761 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.4210526316
Running  1762 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.4210526316
Running  1763 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.5526315789
Running  1764 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.4210526316
Running  1765 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.6842105263
Running  1766 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.2894736842
Running  1767 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.2894736842
Running  1768 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.5
Running  1769 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.6315789474
Running  1770 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.5
Running  1771 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.5
Running  1772 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.6315789474
Running  1773 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.6315789474
Running  1774 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.6315789474
Running  1775 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.3684210526
Running  1776 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.3684210526
Running  1777 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.5
Running  1778 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.5
Running  1779 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.3684210526
Running  1780 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.3684210526
Running  1781 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.5
Running  1782 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.3684210526
Running  1783 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.2368421053
Running  1784 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.5
Running  1785 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.5
Running  1786 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.6315789474
Running  1787 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.5
Running  1788 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.6315789474
Running  1789 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.7631578947
Running  1790 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.7631578947
Running  1791 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.6315789474
Running  1792 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.2894736842
Running  1793 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.4210526316
Running  1794 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.2894736842
Running  1795 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.2894736842
Running  1796 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.2894736842
Running  1797 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.1578947368
Running  1798 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.2894736842
Running  1799 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.1578947368
Running  1800 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.1578947368
Running  1801 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.1578947368
Running  1802 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.7631578947
Running  1803 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.6315789474
Running  1804 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.8947368421
Running  1805 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.8947368421
Running  1806 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.7631578947
Running  1807 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.7631578947
Running  1808 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.5
Running  1809 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.5
Running  1810 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.6315789474
Running  1811 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.6315789474
Running  1812 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.6315789474
Running  1813 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.6315789474
Running  1814 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.2368421053
Running  1815 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.2368421053
Running  1816 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.2368421053
Running  1817 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.2368421053
Running  1818 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.2368421053
Running  1819 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.3684210526
Running  1820 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.3684210526
Running  1821 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.3684210526
Running  1822 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.5
Running  1823 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.5
Running  1824 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.6315789474
Running  1825 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.6315789474
Running  1826 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.0263157895
Running  1827 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.1578947368
Running  1828 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.4210526316
Running  1829 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.4210526316
Running  1830 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.2894736842
Running  1831 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.2894736842
Running  1832 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.2894736842
Running  1833 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.4210526316
Running  1834 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.6842105263
Running  1835 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.6842105263
Running  1836 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.2894736842
Running  1837 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.2894736842
Running  1838 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.0263157895
Running  1839 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.8947368421
Running  1840 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.0263157895
Running  1841 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.0263157895
Running  1842 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.7631578947
Running  1843 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.6315789474
Running  1844 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.6315789474
Running  1845 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.6315789474
Running  1846 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.7631578947
Running  1847 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.6315789474
Running  1848 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.0263157895
Running  1849 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.0263157895
Running  1850 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.2894736842
Running  1851 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.2894736842
Running  1852 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.5526315789
Running  1853 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.5526315789
Running  1854 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.5526315789
Running  1855 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.5526315789
Running  1856 Iterations, The Training Error rate is  5.6  and the Test Error rate is  13.6842105263
Running  1857 Iterations, The Training Error rate is  5.85  and the Test Error rate is  13.6842105263
Running  1858 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.4210526316
Running  1859 Iterations, The Training Error rate is  5.7  and the Test Error rate is  13.4210526316
Running  1860 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.0263157895
Running  1861 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.2894736842
Running  1862 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.8947368421
Running  1863 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.2894736842
Running  1864 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.0263157895
Running  1865 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.5526315789
Running  1866 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.5526315789
Running  1867 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.0789473684
Running  1868 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.0789473684
Running  1869 Iterations, The Training Error rate is  4.95  and the Test Error rate is  14.2105263158
Running  1870 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.3421052632
Running  1871 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.2105263158
Running  1872 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.3421052632
Running  1873 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.9473684211
Running  1874 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.9473684211
Running  1875 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.4210526316
Running  1876 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.1578947368
Running  1877 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.6315789474
Running  1878 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.5
Running  1879 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.3684210526
Running  1880 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.2368421053
Running  1881 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.2368421053
Running  1882 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.1052631579
Running  1883 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.1052631579
Running  1884 Iterations, The Training Error rate is  5.0  and the Test Error rate is  11.9736842105
Running  1885 Iterations, The Training Error rate is  4.95  and the Test Error rate is  11.9736842105
Running  1886 Iterations, The Training Error rate is  5.0  and the Test Error rate is  11.9736842105
Running  1887 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.1052631579
Running  1888 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.1052631579
Running  1889 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.2368421053
Running  1890 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.2368421053
Running  1891 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.5
Running  1892 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.5
Running  1893 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.5
Running  1894 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.5
Running  1895 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.6315789474
Running  1896 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.6315789474
Running  1897 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.5
Running  1898 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.5
Running  1899 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.6315789474
Running  1900 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.6315789474
Running  1901 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.6315789474
Running  1902 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.6315789474
Running  1903 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.6315789474
Running  1904 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.6315789474
Running  1905 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.5
Running  1906 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.5
Running  1907 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.7631578947
Running  1908 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.7631578947
Running  1909 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.8947368421
Running  1910 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.8947368421
Running  1911 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.7631578947
Running  1912 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.8947368421
Running  1913 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.2894736842
Running  1914 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.4210526316
Running  1915 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.4210526316
Running  1916 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.5526315789
Running  1917 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.2894736842
Running  1918 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.4210526316
Running  1919 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.0263157895
Running  1920 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.0263157895
Running  1921 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.7631578947
Running  1922 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.6315789474
Running  1923 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.3684210526
Running  1924 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.2368421053
Running  1925 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.5
Running  1926 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.3684210526
Running  1927 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.7631578947
Running  1928 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.7631578947
Running  1929 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.0263157895
Running  1930 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.0263157895
Running  1931 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.2894736842
Running  1932 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.2894736842
Running  1933 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.5526315789
Running  1934 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.5526315789
Running  1935 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.5526315789
Running  1936 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.5526315789
Running  1937 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.2894736842
Running  1938 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.2894736842
Running  1939 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.1578947368
Running  1940 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.2894736842
Running  1941 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.4210526316
Running  1942 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.5526315789
Running  1943 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.4210526316
Running  1944 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.5526315789
Running  1945 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.4210526316
Running  1946 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.5526315789
Running  1947 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.4210526316
Running  1948 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.4210526316
Running  1949 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.4210526316
Running  1950 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.4210526316
Running  1951 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.0263157895
Running  1952 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.0263157895
Running  1953 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.8947368421
Running  1954 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.8947368421
Running  1955 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.0263157895
Running  1956 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.0263157895
Running  1957 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.0263157895
Running  1958 Iterations, The Training Error rate is  5.75  and the Test Error rate is  13.1578947368
Running  1959 Iterations, The Training Error rate is  5.85  and the Test Error rate is  13.0263157895
Running  1960 Iterations, The Training Error rate is  5.75  and the Test Error rate is  13.2894736842
Running  1961 Iterations, The Training Error rate is  5.6  and the Test Error rate is  13.2894736842
Running  1962 Iterations, The Training Error rate is  5.75  and the Test Error rate is  13.4210526316
Running  1963 Iterations, The Training Error rate is  5.65  and the Test Error rate is  13.6842105263
Running  1964 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.6842105263
Running  1965 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.6842105263
Running  1966 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.6842105263
Running  1967 Iterations, The Training Error rate is  5.5  and the Test Error rate is  14.0789473684
Running  1968 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.9473684211
Running  1969 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.9473684211
Running  1970 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.8157894737
Running  1971 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.8157894737
Running  1972 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.9473684211
Running  1973 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.6842105263
Running  1974 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.8157894737
Running  1975 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.5526315789
Running  1976 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.4210526316
Running  1977 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.1578947368
Running  1978 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.0263157895
Running  1979 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.1578947368
Running  1980 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.0263157895
Running  1981 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.0263157895
Running  1982 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.7631578947
Running  1983 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.6315789474
Running  1984 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.7631578947
Running  1985 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.7631578947
Running  1986 Iterations, The Training Error rate is  5.8  and the Test Error rate is  13.1578947368
Running  1987 Iterations, The Training Error rate is  5.7  and the Test Error rate is  13.2894736842
Running  1988 Iterations, The Training Error rate is  5.8  and the Test Error rate is  13.5526315789
Running  1989 Iterations, The Training Error rate is  5.7  and the Test Error rate is  13.5526315789
Running  1990 Iterations, The Training Error rate is  5.85  and the Test Error rate is  13.5526315789
Running  1991 Iterations, The Training Error rate is  5.85  and the Test Error rate is  13.6842105263
Running  1992 Iterations, The Training Error rate is  5.8  and the Test Error rate is  13.6842105263
Running  1993 Iterations, The Training Error rate is  5.75  and the Test Error rate is  13.9473684211
Running  1994 Iterations, The Training Error rate is  5.7  and the Test Error rate is  13.6842105263
Running  1995 Iterations, The Training Error rate is  5.8  and the Test Error rate is  13.6842105263
Running  1996 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.2894736842
Running  1997 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.1578947368
Running  1998 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.7631578947
Running  1999 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.6315789474
Running  2000 Iterations, The Training Error rate is  5.5  and the Test Error rate is  12.7631578947
Running  2001 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.5
Running  2002 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.5
Running  2003 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.3684210526
Running  2004 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.2368421053
Running  2005 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.5
Running  2006 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.6315789474
Running  2007 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.5
Running  2008 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.7631578947
Running  2009 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.7631578947
Running  2010 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.7631578947
Running  2011 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.8947368421
Running  2012 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.7631578947
Running  2013 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.7631578947
Running  2014 Iterations, The Training Error rate is  5.4  and the Test Error rate is  12.7631578947
Running  2015 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.5
Running  2016 Iterations, The Training Error rate is  5.55  and the Test Error rate is  12.5
Running  2017 Iterations, The Training Error rate is  5.7  and the Test Error rate is  13.0263157895
Running  2018 Iterations, The Training Error rate is  5.65  and the Test Error rate is  13.0263157895
Running  2019 Iterations, The Training Error rate is  6.05  and the Test Error rate is  13.5526315789
Running  2020 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.4210526316
Running  2021 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.5526315789
Running  2022 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.5526315789
Running  2023 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.5526315789
Running  2024 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.9473684211
Running  2025 Iterations, The Training Error rate is  5.35  and the Test Error rate is  14.0789473684
Running  2026 Iterations, The Training Error rate is  4.95  and the Test Error rate is  14.0789473684
Running  2027 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.8157894737
Running  2028 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.6842105263
Running  2029 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.1578947368
Running  2030 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.1578947368
Running  2031 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.0263157895
Running  2032 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2033 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.0263157895
Running  2034 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.7631578947
Running  2035 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.8947368421
Running  2036 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.8947368421
Running  2037 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.7631578947
Running  2038 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.8947368421
Running  2039 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.7631578947
Running  2040 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.7631578947
Running  2041 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.0263157895
Running  2042 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.8947368421
Running  2043 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.8947368421
Running  2044 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.7631578947
Running  2045 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.5
Running  2046 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.3684210526
Running  2047 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.3684210526
Running  2048 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.3684210526
Running  2049 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.7631578947
Running  2050 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.6315789474
Running  2051 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.6315789474
Running  2052 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.7631578947
Running  2053 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.0263157895
Running  2054 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.0263157895
Running  2055 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.2894736842
Running  2056 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.2894736842
Running  2057 Iterations, The Training Error rate is  5.75  and the Test Error rate is  13.6842105263
Running  2058 Iterations, The Training Error rate is  5.75  and the Test Error rate is  13.6842105263
Running  2059 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.6842105263
Running  2060 Iterations, The Training Error rate is  5.6  and the Test Error rate is  13.9473684211
Running  2061 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.9473684211
Running  2062 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.9473684211
Running  2063 Iterations, The Training Error rate is  5.2  and the Test Error rate is  14.0789473684
Running  2064 Iterations, The Training Error rate is  5.3  and the Test Error rate is  14.2105263158
Running  2065 Iterations, The Training Error rate is  5.3  and the Test Error rate is  14.4736842105
Running  2066 Iterations, The Training Error rate is  5.2  and the Test Error rate is  14.6052631579
Running  2067 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.3421052632
Running  2068 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.3421052632
Running  2069 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.4736842105
Running  2070 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.4736842105
Running  2071 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.3421052632
Running  2072 Iterations, The Training Error rate is  5.2  and the Test Error rate is  14.3421052632
Running  2073 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.0789473684
Running  2074 Iterations, The Training Error rate is  5.15  and the Test Error rate is  14.0789473684
Running  2075 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.6842105263
Running  2076 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.6842105263
Running  2077 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.6842105263
Running  2078 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.6842105263
Running  2079 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.4210526316
Running  2080 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.2894736842
Running  2081 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.4210526316
Running  2082 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.4210526316
Running  2083 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.6842105263
Running  2084 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.6842105263
Running  2085 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.5526315789
Running  2086 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.5526315789
Running  2087 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.2894736842
Running  2088 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.5526315789
Running  2089 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.6842105263
Running  2090 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.5526315789
Running  2091 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.4210526316
Running  2092 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.5526315789
Running  2093 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.1578947368
Running  2094 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.0263157895
Running  2095 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.1578947368
Running  2096 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.4210526316
Running  2097 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.5526315789
Running  2098 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.4210526316
Running  2099 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.2894736842
Running  2100 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.1578947368
Running  2101 Iterations, The Training Error rate is  5.9  and the Test Error rate is  13.2894736842
Running  2102 Iterations, The Training Error rate is  5.75  and the Test Error rate is  13.2894736842
Running  2103 Iterations, The Training Error rate is  5.85  and the Test Error rate is  13.4210526316
Running  2104 Iterations, The Training Error rate is  6.0  and the Test Error rate is  13.9473684211
Running  2105 Iterations, The Training Error rate is  6.05  and the Test Error rate is  13.9473684211
Running  2106 Iterations, The Training Error rate is  5.85  and the Test Error rate is  14.0789473684
Running  2107 Iterations, The Training Error rate is  5.85  and the Test Error rate is  14.3421052632
Running  2108 Iterations, The Training Error rate is  5.9  and the Test Error rate is  14.2105263158
Running  2109 Iterations, The Training Error rate is  5.65  and the Test Error rate is  14.2105263158
Running  2110 Iterations, The Training Error rate is  5.85  and the Test Error rate is  14.7368421053
Running  2111 Iterations, The Training Error rate is  5.3  and the Test Error rate is  14.6052631579
Running  2112 Iterations, The Training Error rate is  5.15  and the Test Error rate is  14.4736842105
Running  2113 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.4736842105
Running  2114 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.0789473684
Running  2115 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.0789473684
Running  2116 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.6842105263
Running  2117 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.4210526316
Running  2118 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.2894736842
Running  2119 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.2894736842
Running  2120 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.8947368421
Running  2121 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.7631578947
Running  2122 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.8947368421
Running  2123 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.8947368421
Running  2124 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.8947368421
Running  2125 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.1578947368
Running  2126 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.1578947368
Running  2127 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.0263157895
Running  2128 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.1578947368
Running  2129 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.1578947368
Running  2130 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.2894736842
Running  2131 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.4210526316
Running  2132 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.4210526316
Running  2133 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.4210526316
Running  2134 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.4210526316
Running  2135 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.0263157895
Running  2136 Iterations, The Training Error rate is  6.0  and the Test Error rate is  13.1578947368
Running  2137 Iterations, The Training Error rate is  5.95  and the Test Error rate is  13.2894736842
Running  2138 Iterations, The Training Error rate is  5.9  and the Test Error rate is  13.2894736842
Running  2139 Iterations, The Training Error rate is  6.1  and the Test Error rate is  13.5526315789
Running  2140 Iterations, The Training Error rate is  6.2  and the Test Error rate is  13.5526315789
Running  2141 Iterations, The Training Error rate is  6.2  and the Test Error rate is  13.5526315789
Running  2142 Iterations, The Training Error rate is  5.9  and the Test Error rate is  13.4210526316
Running  2143 Iterations, The Training Error rate is  6.0  and the Test Error rate is  13.2894736842
Running  2144 Iterations, The Training Error rate is  5.95  and the Test Error rate is  13.0263157895
Running  2145 Iterations, The Training Error rate is  6.0  and the Test Error rate is  13.0263157895
Running  2146 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.7631578947
Running  2147 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.6315789474
Running  2148 Iterations, The Training Error rate is  5.6  and the Test Error rate is  12.8947368421
Running  2149 Iterations, The Training Error rate is  5.4  and the Test Error rate is  12.6315789474
Running  2150 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.6315789474
Running  2151 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.6315789474
Running  2152 Iterations, The Training Error rate is  5.4  and the Test Error rate is  12.7631578947
Running  2153 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.8947368421
Running  2154 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.2894736842
Running  2155 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.2894736842
Running  2156 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.5526315789
Running  2157 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.5526315789
Running  2158 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.1578947368
Running  2159 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.0263157895
Running  2160 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.8947368421
Running  2161 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.7631578947
Running  2162 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.6315789474
Running  2163 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.5
Running  2164 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.3684210526
Running  2165 Iterations, The Training Error rate is  5.45  and the Test Error rate is  12.3684210526
Running  2166 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.1052631579
Running  2167 Iterations, The Training Error rate is  5.7  and the Test Error rate is  12.3684210526
Running  2168 Iterations, The Training Error rate is  5.7  and the Test Error rate is  12.5
Running  2169 Iterations, The Training Error rate is  5.7  and the Test Error rate is  12.6315789474
Running  2170 Iterations, The Training Error rate is  5.7  and the Test Error rate is  12.7631578947
Running  2171 Iterations, The Training Error rate is  5.5  and the Test Error rate is  12.6315789474
Running  2172 Iterations, The Training Error rate is  5.6  and the Test Error rate is  12.6315789474
Running  2173 Iterations, The Training Error rate is  5.4  and the Test Error rate is  12.7631578947
Running  2174 Iterations, The Training Error rate is  5.45  and the Test Error rate is  12.6315789474
Running  2175 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.7631578947
Running  2176 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.7631578947
Running  2177 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.6315789474
Running  2178 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.5
Running  2179 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.5
Running  2180 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.3684210526
Running  2181 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.7631578947
Running  2182 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.6315789474
Running  2183 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.7631578947
Running  2184 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.7631578947
Running  2185 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.7631578947
Running  2186 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.7631578947
Running  2187 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.7631578947
Running  2188 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.7631578947
Running  2189 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.8947368421
Running  2190 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.8947368421
Running  2191 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.8947368421
Running  2192 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.8947368421
Running  2193 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.7631578947
Running  2194 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.7631578947
Running  2195 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.8947368421
Running  2196 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.8947368421
Running  2197 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.0263157895
Running  2198 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.0263157895
Running  2199 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.1578947368
Running  2200 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.1578947368
Running  2201 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.1578947368
Running  2202 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.1578947368
Running  2203 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.0263157895
Running  2204 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  2205 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.8947368421
Running  2206 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.0263157895
Running  2207 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.1578947368
Running  2208 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.2894736842
Running  2209 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.1578947368
Running  2210 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.2894736842
Running  2211 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.1578947368
Running  2212 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.1578947368
Running  2213 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.2894736842
Running  2214 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.1578947368
Running  2215 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.2894736842
Running  2216 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.1578947368
Running  2217 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.0263157895
Running  2218 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.8947368421
Running  2219 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.7631578947
Running  2220 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.6315789474
Running  2221 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.6315789474
Running  2222 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.6315789474
Running  2223 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.7631578947
Running  2224 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.7631578947
Running  2225 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.8947368421
Running  2226 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.8947368421
Running  2227 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.6315789474
Running  2228 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.7631578947
Running  2229 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.6315789474
Running  2230 Iterations, The Training Error rate is  5.4  and the Test Error rate is  12.6315789474
Running  2231 Iterations, The Training Error rate is  5.65  and the Test Error rate is  12.8947368421
Running  2232 Iterations, The Training Error rate is  5.75  and the Test Error rate is  12.8947368421
Running  2233 Iterations, The Training Error rate is  5.5  and the Test Error rate is  12.6315789474
Running  2234 Iterations, The Training Error rate is  5.6  and the Test Error rate is  13.0263157895
Running  2235 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.7631578947
Running  2236 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.7631578947
Running  2237 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.0263157895
Running  2238 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.8947368421
Running  2239 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.0263157895
Running  2240 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.0263157895
Running  2241 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.8947368421
Running  2242 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.8947368421
Running  2243 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.1578947368
Running  2244 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.8947368421
Running  2245 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.1578947368
Running  2246 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.1578947368
Running  2247 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.1578947368
Running  2248 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.2894736842
Running  2249 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.2894736842
Running  2250 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.2894736842
Running  2251 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.2894736842
Running  2252 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.2894736842
Running  2253 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.4210526316
Running  2254 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.2894736842
Running  2255 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.2894736842
Running  2256 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.2894736842
Running  2257 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.2894736842
Running  2258 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.2894736842
Running  2259 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.2894736842
Running  2260 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.2894736842
Running  2261 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.1578947368
Running  2262 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.1578947368
Running  2263 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.8947368421
Running  2264 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.8947368421
Running  2265 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.0263157895
Running  2266 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.0263157895
Running  2267 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.8947368421
Running  2268 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.7631578947
Running  2269 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.8947368421
Running  2270 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.8947368421
Running  2271 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.8947368421
Running  2272 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.8947368421
Running  2273 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.7631578947
Running  2274 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.7631578947
Running  2275 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.6315789474
Running  2276 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.7631578947
Running  2277 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.8947368421
Running  2278 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.8947368421
Running  2279 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.7631578947
Running  2280 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.7631578947
Running  2281 Iterations, The Training Error rate is  5.4  and the Test Error rate is  12.8947368421
Running  2282 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.8947368421
Running  2283 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.0263157895
Running  2284 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.0263157895
Running  2285 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.0263157895
Running  2286 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.8947368421
Running  2287 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.6315789474
Running  2288 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.7631578947
Running  2289 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.6315789474
Running  2290 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.7631578947
Running  2291 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.5
Running  2292 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.7631578947
Running  2293 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.6315789474
Running  2294 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.6315789474
Running  2295 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.3684210526
Running  2296 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.6315789474
Running  2297 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.6315789474
Running  2298 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.8947368421
Running  2299 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.0263157895
Running  2300 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.8947368421
Running  2301 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.2894736842
Running  2302 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.0263157895
Running  2303 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.0263157895
Running  2304 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.2894736842
Running  2305 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.2894736842
Running  2306 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.1578947368
Running  2307 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.1578947368
Running  2308 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.0263157895
Running  2309 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.8947368421
Running  2310 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.0263157895
Running  2311 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.6315789474
Running  2312 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.7631578947
Running  2313 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.7631578947
Running  2314 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.5
Running  2315 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.5
Running  2316 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.7631578947
Running  2317 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.7631578947
Running  2318 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.7631578947
Running  2319 Iterations, The Training Error rate is  5.5  and the Test Error rate is  12.8947368421
Running  2320 Iterations, The Training Error rate is  5.45  and the Test Error rate is  12.7631578947
Running  2321 Iterations, The Training Error rate is  5.4  and the Test Error rate is  12.7631578947
Running  2322 Iterations, The Training Error rate is  5.45  and the Test Error rate is  12.8947368421
Running  2323 Iterations, The Training Error rate is  5.45  and the Test Error rate is  12.8947368421
Running  2324 Iterations, The Training Error rate is  5.75  and the Test Error rate is  12.8947368421
Running  2325 Iterations, The Training Error rate is  5.75  and the Test Error rate is  12.8947368421
Running  2326 Iterations, The Training Error rate is  6.0  and the Test Error rate is  12.7631578947
Running  2327 Iterations, The Training Error rate is  6.1  and the Test Error rate is  13.0263157895
Running  2328 Iterations, The Training Error rate is  5.55  and the Test Error rate is  12.7631578947
Running  2329 Iterations, The Training Error rate is  5.6  and the Test Error rate is  12.6315789474
Running  2330 Iterations, The Training Error rate is  5.6  and the Test Error rate is  12.6315789474
Running  2331 Iterations, The Training Error rate is  5.9  and the Test Error rate is  12.8947368421
Running  2332 Iterations, The Training Error rate is  5.8  and the Test Error rate is  12.6315789474
Running  2333 Iterations, The Training Error rate is  5.75  and the Test Error rate is  12.6315789474
Running  2334 Iterations, The Training Error rate is  5.7  and the Test Error rate is  12.8947368421
Running  2335 Iterations, The Training Error rate is  5.8  and the Test Error rate is  12.8947368421
Running  2336 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.0263157895
Running  2337 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.7631578947
Running  2338 Iterations, The Training Error rate is  5.75  and the Test Error rate is  13.1578947368
Running  2339 Iterations, The Training Error rate is  5.6  and the Test Error rate is  13.1578947368
Running  2340 Iterations, The Training Error rate is  5.8  and the Test Error rate is  13.4210526316
Running  2341 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.1578947368
Running  2342 Iterations, The Training Error rate is  5.75  and the Test Error rate is  13.5526315789
Running  2343 Iterations, The Training Error rate is  5.75  and the Test Error rate is  13.5526315789
Running  2344 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.4210526316
Running  2345 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.4210526316
Running  2346 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.1578947368
Running  2347 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.1578947368
Running  2348 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.7631578947
Running  2349 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.7631578947
Running  2350 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.6315789474
Running  2351 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.6315789474
Running  2352 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.2368421053
Running  2353 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.3684210526
Running  2354 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.2368421053
Running  2355 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.3684210526
Running  2356 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.2368421053
Running  2357 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.2368421053
Running  2358 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.3684210526
Running  2359 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.3684210526
Running  2360 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.3684210526
Running  2361 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.3684210526
Running  2362 Iterations, The Training Error rate is  5.55  and the Test Error rate is  12.7631578947
Running  2363 Iterations, The Training Error rate is  5.45  and the Test Error rate is  12.6315789474
Running  2364 Iterations, The Training Error rate is  5.65  and the Test Error rate is  13.0263157895
Running  2365 Iterations, The Training Error rate is  5.4  and the Test Error rate is  12.8947368421
Running  2366 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.1578947368
Running  2367 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.1578947368
Running  2368 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.1578947368
Running  2369 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.1578947368
Running  2370 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.1578947368
Running  2371 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.1578947368
Running  2372 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.1578947368
Running  2373 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.1578947368
Running  2374 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.1578947368
Running  2375 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.2894736842
Running  2376 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.2894736842
Running  2377 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.2894736842
Running  2378 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.4210526316
Running  2379 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.4210526316
Running  2380 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.2894736842
Running  2381 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.4210526316
Running  2382 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.0263157895
Running  2383 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.0263157895
Running  2384 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.6315789474
Running  2385 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.5
Running  2386 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.5
Running  2387 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.5
Running  2388 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.2368421053
Running  2389 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.6315789474
Running  2390 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.7631578947
Running  2391 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.6315789474
Running  2392 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.8947368421
Running  2393 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.8947368421
Running  2394 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.0263157895
Running  2395 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.0263157895
Running  2396 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.7631578947
Running  2397 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.7631578947
Running  2398 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.8947368421
Running  2399 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.5
Running  2400 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.6315789474
Running  2401 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.7631578947
Running  2402 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.7631578947
Running  2403 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.1578947368
Running  2404 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.0263157895
Running  2405 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.1578947368
Running  2406 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.1578947368
Running  2407 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.1578947368
Running  2408 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.0263157895
Running  2409 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.4210526316
Running  2410 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.4210526316
Running  2411 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.4210526316
Running  2412 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.1578947368
Running  2413 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.0263157895
Running  2414 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.0263157895
Running  2415 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.2894736842
Running  2416 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.2894736842
Running  2417 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.2894736842
Running  2418 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.2894736842
Running  2419 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.1578947368
Running  2420 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.8947368421
Running  2421 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.8947368421
Running  2422 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.8947368421
Running  2423 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.8947368421
Running  2424 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.0263157895
Running  2425 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.8947368421
Running  2426 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.0263157895
Running  2427 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.2894736842
Running  2428 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.2894736842
Running  2429 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.0263157895
Running  2430 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.0263157895
Running  2431 Iterations, The Training Error rate is  5.65  and the Test Error rate is  13.1578947368
Running  2432 Iterations, The Training Error rate is  5.7  and the Test Error rate is  13.1578947368
Running  2433 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.8947368421
Running  2434 Iterations, The Training Error rate is  5.65  and the Test Error rate is  13.0263157895
Running  2435 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.7631578947
Running  2436 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.6315789474
Running  2437 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.5
Running  2438 Iterations, The Training Error rate is  5.4  and the Test Error rate is  12.5
Running  2439 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.5
Running  2440 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.5
Running  2441 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.5
Running  2442 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.5
Running  2443 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.8947368421
Running  2444 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.6315789474
Running  2445 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.8947368421
Running  2446 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.8947368421
Running  2447 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.7631578947
Running  2448 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.7631578947
Running  2449 Iterations, The Training Error rate is  5.45  and the Test Error rate is  12.7631578947
Running  2450 Iterations, The Training Error rate is  5.7  and the Test Error rate is  12.7631578947
Running  2451 Iterations, The Training Error rate is  5.55  and the Test Error rate is  12.7631578947
Running  2452 Iterations, The Training Error rate is  5.8  and the Test Error rate is  12.7631578947
Running  2453 Iterations, The Training Error rate is  5.7  and the Test Error rate is  12.7631578947
Running  2454 Iterations, The Training Error rate is  5.95  and the Test Error rate is  12.7631578947
Running  2455 Iterations, The Training Error rate is  5.55  and the Test Error rate is  12.5
Running  2456 Iterations, The Training Error rate is  5.8  and the Test Error rate is  12.5
Running  2457 Iterations, The Training Error rate is  5.9  and the Test Error rate is  12.8947368421
Running  2458 Iterations, The Training Error rate is  5.95  and the Test Error rate is  12.8947368421
Running  2459 Iterations, The Training Error rate is  5.55  and the Test Error rate is  12.8947368421
Running  2460 Iterations, The Training Error rate is  5.75  and the Test Error rate is  13.0263157895
Running  2461 Iterations, The Training Error rate is  5.6  and the Test Error rate is  12.7631578947
Running  2462 Iterations, The Training Error rate is  5.85  and the Test Error rate is  13.0263157895
Running  2463 Iterations, The Training Error rate is  5.6  and the Test Error rate is  12.6315789474
Running  2464 Iterations, The Training Error rate is  5.75  and the Test Error rate is  12.8947368421
Running  2465 Iterations, The Training Error rate is  5.7  and the Test Error rate is  12.8947368421
Running  2466 Iterations, The Training Error rate is  5.65  and the Test Error rate is  12.8947368421
Running  2467 Iterations, The Training Error rate is  5.4  and the Test Error rate is  12.5
Running  2468 Iterations, The Training Error rate is  5.4  and the Test Error rate is  12.5
Running  2469 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.5
Running  2470 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.6315789474
Running  2471 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.6315789474
Running  2472 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.6315789474
Running  2473 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.6315789474
Running  2474 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.3684210526
Running  2475 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.3684210526
Running  2476 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.7631578947
Running  2477 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.7631578947
Running  2478 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.0263157895
Running  2479 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.0263157895
Running  2480 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.0263157895
Running  2481 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.0263157895
Running  2482 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.0263157895
Running  2483 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.0263157895
Running  2484 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.2894736842
Running  2485 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.2894736842
Running  2486 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.8947368421
Running  2487 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.0263157895
Running  2488 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.7631578947
Running  2489 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.0263157895
Running  2490 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.7631578947
Running  2491 Iterations, The Training Error rate is  5.4  and the Test Error rate is  12.8947368421
Running  2492 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.6315789474
Running  2493 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.6315789474
Running  2494 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.3684210526
Running  2495 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.5
Running  2496 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.5
Running  2497 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.5
Running  2498 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.5
Running  2499 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.2368421053
Running  2500 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.2368421053
Running  2501 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.5
Running  2502 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.6315789474
Running  2503 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.0263157895
Running  2504 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.1578947368
Running  2505 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.0263157895
Running  2506 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.4210526316
Running  2507 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.2894736842
Running  2508 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.4210526316
Running  2509 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.4210526316
Running  2510 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.6842105263
Running  2511 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.2894736842
Running  2512 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.1578947368
Running  2513 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.7631578947
Running  2514 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.7631578947
Running  2515 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.7631578947
Running  2516 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.3684210526
Running  2517 Iterations, The Training Error rate is  5.45  and the Test Error rate is  12.6315789474
Running  2518 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.5
Running  2519 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.6315789474
Running  2520 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.3684210526
Running  2521 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.3684210526
Running  2522 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.5
Running  2523 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.5
Running  2524 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.3684210526
Running  2525 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.3684210526
Running  2526 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.5
Running  2527 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.2368421053
Running  2528 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.3684210526
Running  2529 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.3684210526
Running  2530 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.3684210526
Running  2531 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.3684210526
Running  2532 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.3684210526
Running  2533 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.3684210526
Running  2534 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.3684210526
Running  2535 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.3684210526
Running  2536 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.2368421053
Running  2537 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.2368421053
Running  2538 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.1052631579
Running  2539 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.1052631579
Running  2540 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.1052631579
Running  2541 Iterations, The Training Error rate is  5.25  and the Test Error rate is  11.9736842105
Running  2542 Iterations, The Training Error rate is  4.8  and the Test Error rate is  11.8421052632
Running  2543 Iterations, The Training Error rate is  5.15  and the Test Error rate is  11.9736842105
Running  2544 Iterations, The Training Error rate is  4.65  and the Test Error rate is  11.9736842105
Running  2545 Iterations, The Training Error rate is  4.75  and the Test Error rate is  11.8421052632
Running  2546 Iterations, The Training Error rate is  4.75  and the Test Error rate is  11.8421052632
Running  2547 Iterations, The Training Error rate is  4.8  and the Test Error rate is  11.9736842105
Running  2548 Iterations, The Training Error rate is  4.9  and the Test Error rate is  11.9736842105
Running  2549 Iterations, The Training Error rate is  4.75  and the Test Error rate is  11.8421052632
Running  2550 Iterations, The Training Error rate is  4.55  and the Test Error rate is  11.9736842105
Running  2551 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.1052631579
Running  2552 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.2368421053
Running  2553 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.1052631579
Running  2554 Iterations, The Training Error rate is  5.25  and the Test Error rate is  11.9736842105
Running  2555 Iterations, The Training Error rate is  6.0  and the Test Error rate is  12.5
Running  2556 Iterations, The Training Error rate is  6.15  and the Test Error rate is  12.6315789474
Running  2557 Iterations, The Training Error rate is  5.85  and the Test Error rate is  12.5
Running  2558 Iterations, The Training Error rate is  5.8  and the Test Error rate is  12.5
Running  2559 Iterations, The Training Error rate is  6.2  and the Test Error rate is  12.7631578947
Running  2560 Iterations, The Training Error rate is  6.05  and the Test Error rate is  12.6315789474
Running  2561 Iterations, The Training Error rate is  6.1  and the Test Error rate is  13.0263157895
Running  2562 Iterations, The Training Error rate is  5.9  and the Test Error rate is  12.8947368421
Running  2563 Iterations, The Training Error rate is  5.65  and the Test Error rate is  13.0263157895
Running  2564 Iterations, The Training Error rate is  5.65  and the Test Error rate is  13.1578947368
Running  2565 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.7631578947
Running  2566 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.6315789474
Running  2567 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.8947368421
Running  2568 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.8947368421
Running  2569 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.6315789474
Running  2570 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.6315789474
Running  2571 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.2368421053
Running  2572 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.2368421053
Running  2573 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.2368421053
Running  2574 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.2368421053
Running  2575 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.2368421053
Running  2576 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.2368421053
Running  2577 Iterations, The Training Error rate is  3.55  and the Test Error rate is  11.9736842105
Running  2578 Iterations, The Training Error rate is  3.8  and the Test Error rate is  12.2368421053
Running  2579 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.2368421053
Running  2580 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.5
Running  2581 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.5
Running  2582 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.5
Running  2583 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.5
Running  2584 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.5
Running  2585 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.6315789474
Running  2586 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.6315789474
Running  2587 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.8947368421
Running  2588 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.6315789474
Running  2589 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.6315789474
Running  2590 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.5
Running  2591 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.5
Running  2592 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.7631578947
Running  2593 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.6315789474
Running  2594 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.7631578947
Running  2595 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.6315789474
Running  2596 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.6315789474
Running  2597 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.6315789474
Running  2598 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.6315789474
Running  2599 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.7631578947
Running  2600 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.6315789474
Running  2601 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.6315789474
Running  2602 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.3684210526
Running  2603 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.6315789474
Running  2604 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.5
Running  2605 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.5
Running  2606 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.5
Running  2607 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.3684210526
Running  2608 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.3684210526
Running  2609 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.3684210526
Running  2610 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.3684210526
Running  2611 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.3684210526
Running  2612 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.6315789474
Running  2613 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.5
Running  2614 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.5
Running  2615 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.5
Running  2616 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.5
Running  2617 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.5
Running  2618 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.5
Running  2619 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.3684210526
Running  2620 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.6315789474
Running  2621 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.6315789474
Running  2622 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.6315789474
Running  2623 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.5
Running  2624 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.6315789474
Running  2625 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.6315789474
Running  2626 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.6315789474
Running  2627 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.5
Running  2628 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.5
Running  2629 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.6315789474
Running  2630 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.3684210526
Running  2631 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.3684210526
Running  2632 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.1052631579
Running  2633 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.3684210526
Running  2634 Iterations, The Training Error rate is  3.65  and the Test Error rate is  12.2368421053
Running  2635 Iterations, The Training Error rate is  3.7  and the Test Error rate is  12.2368421053
Running  2636 Iterations, The Training Error rate is  3.6  and the Test Error rate is  12.2368421053
Running  2637 Iterations, The Training Error rate is  3.8  and the Test Error rate is  12.5
Running  2638 Iterations, The Training Error rate is  3.85  and the Test Error rate is  12.5
Running  2639 Iterations, The Training Error rate is  3.85  and the Test Error rate is  12.3684210526
Running  2640 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.7631578947
Running  2641 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.7631578947
Running  2642 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.7631578947
Running  2643 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.5
Running  2644 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.5
Running  2645 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.6315789474
Running  2646 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.6315789474
Running  2647 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.2368421053
Running  2648 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.3684210526
Running  2649 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.3684210526
Running  2650 Iterations, The Training Error rate is  4.15  and the Test Error rate is  11.9736842105
Running  2651 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.1052631579
Running  2652 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.1052631579
Running  2653 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.1052631579
Running  2654 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.1052631579
Running  2655 Iterations, The Training Error rate is  4.2  and the Test Error rate is  11.9736842105
Running  2656 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.2368421053
Running  2657 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.3684210526
Running  2658 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.6315789474
Running  2659 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.6315789474
Running  2660 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.7631578947
Running  2661 Iterations, The Training Error rate is  3.8  and the Test Error rate is  12.6315789474
Running  2662 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.6315789474
Running  2663 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.8947368421
Running  2664 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.8947368421
Running  2665 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.8947368421
Running  2666 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.6315789474
Running  2667 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.6315789474
Running  2668 Iterations, The Training Error rate is  3.55  and the Test Error rate is  12.2368421053
Running  2669 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.2368421053
Running  2670 Iterations, The Training Error rate is  3.65  and the Test Error rate is  12.1052631579
Running  2671 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.2368421053
Running  2672 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.2368421053
Running  2673 Iterations, The Training Error rate is  3.55  and the Test Error rate is  11.9736842105
Running  2674 Iterations, The Training Error rate is  3.65  and the Test Error rate is  12.2368421053
Running  2675 Iterations, The Training Error rate is  3.65  and the Test Error rate is  12.2368421053
Running  2676 Iterations, The Training Error rate is  3.65  and the Test Error rate is  12.2368421053
Running  2677 Iterations, The Training Error rate is  3.6  and the Test Error rate is  12.2368421053
Running  2678 Iterations, The Training Error rate is  3.8  and the Test Error rate is  12.5
Running  2679 Iterations, The Training Error rate is  3.85  and the Test Error rate is  12.5
Running  2680 Iterations, The Training Error rate is  3.65  and the Test Error rate is  12.5
Running  2681 Iterations, The Training Error rate is  3.25  and the Test Error rate is  12.3684210526
Running  2682 Iterations, The Training Error rate is  3.2  and the Test Error rate is  12.3684210526
Running  2683 Iterations, The Training Error rate is  3.8  and the Test Error rate is  12.6315789474
Running  2684 Iterations, The Training Error rate is  3.55  and the Test Error rate is  12.3684210526
Running  2685 Iterations, The Training Error rate is  3.45  and the Test Error rate is  12.3684210526
Running  2686 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.0263157895
Running  2687 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.1578947368
Running  2688 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.8947368421
Running  2689 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.1578947368
Running  2690 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.1578947368
Running  2691 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.1578947368
Running  2692 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.2894736842
Running  2693 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.0263157895
Running  2694 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.2894736842
Running  2695 Iterations, The Training Error rate is  5.7  and the Test Error rate is  13.2894736842
Running  2696 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.6315789474
Running  2697 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.3684210526
Running  2698 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.3684210526
Running  2699 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.3684210526
Running  2700 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.3684210526
Running  2701 Iterations, The Training Error rate is  5.45  and the Test Error rate is  12.6315789474
Running  2702 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.5
Running  2703 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.6315789474
Running  2704 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.3684210526
Running  2705 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.6315789474
Running  2706 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.6315789474
Running  2707 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.7631578947
Running  2708 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.8947368421
Running  2709 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.6315789474
Running  2710 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.8947368421
Running  2711 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.6315789474
Running  2712 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.6315789474
Running  2713 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.5
Running  2714 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.6315789474
Running  2715 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.3684210526
Running  2716 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.3684210526
Running  2717 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.3684210526
Running  2718 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.6315789474
Running  2719 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.6315789474
Running  2720 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.5
Running  2721 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.5
Running  2722 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.5
Running  2723 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.8947368421
Running  2724 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.8947368421
Running  2725 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.8947368421
Running  2726 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.8947368421
Running  2727 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.8947368421
Running  2728 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.6315789474
Running  2729 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.7631578947
Running  2730 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.6315789474
Running  2731 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.8947368421
Running  2732 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.8947368421
Running  2733 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.5
Running  2734 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.3684210526
Running  2735 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.5
Running  2736 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.5
Running  2737 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.5
Running  2738 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.3684210526
Running  2739 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.2368421053
Running  2740 Iterations, The Training Error rate is  3.85  and the Test Error rate is  12.2368421053
Running  2741 Iterations, The Training Error rate is  3.7  and the Test Error rate is  12.1052631579
Running  2742 Iterations, The Training Error rate is  3.75  and the Test Error rate is  12.1052631579
Running  2743 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.1052631579
Running  2744 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.1052631579
Running  2745 Iterations, The Training Error rate is  3.7  and the Test Error rate is  11.9736842105
Running  2746 Iterations, The Training Error rate is  3.65  and the Test Error rate is  11.8421052632
Running  2747 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.5
Running  2748 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.7631578947
Running  2749 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.7631578947
Running  2750 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.6315789474
Running  2751 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.5
Running  2752 Iterations, The Training Error rate is  5.4  and the Test Error rate is  12.3684210526
Running  2753 Iterations, The Training Error rate is  5.6  and the Test Error rate is  12.3684210526
Running  2754 Iterations, The Training Error rate is  5.7  and the Test Error rate is  12.3684210526
Running  2755 Iterations, The Training Error rate is  5.95  and the Test Error rate is  12.5
Running  2756 Iterations, The Training Error rate is  6.05  and the Test Error rate is  12.6315789474
Running  2757 Iterations, The Training Error rate is  5.75  and the Test Error rate is  12.2368421053
Running  2758 Iterations, The Training Error rate is  5.35  and the Test Error rate is  11.9736842105
Running  2759 Iterations, The Training Error rate is  5.4  and the Test Error rate is  11.9736842105
Running  2760 Iterations, The Training Error rate is  5.05  and the Test Error rate is  11.9736842105
Running  2761 Iterations, The Training Error rate is  5.55  and the Test Error rate is  12.5
Running  2762 Iterations, The Training Error rate is  5.65  and the Test Error rate is  12.7631578947
Running  2763 Iterations, The Training Error rate is  5.55  and the Test Error rate is  12.7631578947
Running  2764 Iterations, The Training Error rate is  5.55  and the Test Error rate is  12.7631578947
Running  2765 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.6315789474
Running  2766 Iterations, The Training Error rate is  5.6  and the Test Error rate is  13.0263157895
Running  2767 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.7631578947
Running  2768 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.7631578947
Running  2769 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.7631578947
Running  2770 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.8947368421
Running  2771 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.7631578947
Running  2772 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.6315789474
Running  2773 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.7631578947
Running  2774 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.7631578947
Running  2775 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.0263157895
Running  2776 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.6315789474
Running  2777 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.7631578947
Running  2778 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.7631578947
Running  2779 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.7631578947
Running  2780 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.7631578947
Running  2781 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.3684210526
Running  2782 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.6315789474
Running  2783 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.5
Running  2784 Iterations, The Training Error rate is  3.8  and the Test Error rate is  12.5
Running  2785 Iterations, The Training Error rate is  3.7  and the Test Error rate is  12.2368421053
Running  2786 Iterations, The Training Error rate is  3.8  and the Test Error rate is  12.2368421053
Running  2787 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.1052631579
Running  2788 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.1052631579
Running  2789 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.3684210526
Running  2790 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.3684210526
Running  2791 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.3684210526
Running  2792 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.5
Running  2793 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.7631578947
Running  2794 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.7631578947
Running  2795 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.7631578947
Running  2796 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.7631578947
Running  2797 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.7631578947
Running  2798 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.7631578947
Running  2799 Iterations, The Training Error rate is  3.8  and the Test Error rate is  12.6315789474
Running  2800 Iterations, The Training Error rate is  3.7  and the Test Error rate is  12.6315789474
Running  2801 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.6315789474
Running  2802 Iterations, The Training Error rate is  3.2  and the Test Error rate is  12.2368421053
Running  2803 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.6315789474
Running  2804 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.8947368421
Running  2805 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.8947368421
Running  2806 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.7631578947
Running  2807 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.7631578947
Running  2808 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.8947368421
Running  2809 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.7631578947
Running  2810 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.7631578947
Running  2811 Iterations, The Training Error rate is  5.4  and the Test Error rate is  12.7631578947
Running  2812 Iterations, The Training Error rate is  5.55  and the Test Error rate is  12.7631578947
Running  2813 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.3684210526
Running  2814 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.1052631579
Running  2815 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.1052631579
Running  2816 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.2368421053
Running  2817 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.6315789474
Running  2818 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.5
Running  2819 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.5
Running  2820 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.7631578947
Running  2821 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.7631578947
Running  2822 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.1578947368
Running  2823 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.8947368421
Running  2824 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.2894736842
Running  2825 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.5526315789
Running  2826 Iterations, The Training Error rate is  5.6  and the Test Error rate is  13.5526315789
Running  2827 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.2894736842
Running  2828 Iterations, The Training Error rate is  5.95  and the Test Error rate is  13.4210526316
Running  2829 Iterations, The Training Error rate is  5.85  and the Test Error rate is  13.4210526316
Running  2830 Iterations, The Training Error rate is  6.2  and the Test Error rate is  13.8157894737
Running  2831 Iterations, The Training Error rate is  6.45  and the Test Error rate is  14.0789473684
Running  2832 Iterations, The Training Error rate is  6.2  and the Test Error rate is  13.6842105263
Running  2833 Iterations, The Training Error rate is  6.4  and the Test Error rate is  13.8157894737
Running  2834 Iterations, The Training Error rate is  5.85  and the Test Error rate is  13.4210526316
Running  2835 Iterations, The Training Error rate is  5.85  and the Test Error rate is  13.4210526316
Running  2836 Iterations, The Training Error rate is  5.85  and the Test Error rate is  13.4210526316
Running  2837 Iterations, The Training Error rate is  5.75  and the Test Error rate is  13.2894736842
Running  2838 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.1578947368
Running  2839 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.1578947368
Running  2840 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.5
Running  2841 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.2368421053
Running  2842 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.5
Running  2843 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.3684210526
Running  2844 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.6315789474
Running  2845 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.6315789474
Running  2846 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.6315789474
Running  2847 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.6315789474
Running  2848 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.8947368421
Running  2849 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.8947368421
Running  2850 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.1578947368
Running  2851 Iterations, The Training Error rate is  5.6  and the Test Error rate is  13.1578947368
Running  2852 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.2894736842
Running  2853 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.2894736842
Running  2854 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.1578947368
Running  2855 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.2894736842
Running  2856 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.4210526316
Running  2857 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.8157894737
Running  2858 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.5526315789
Running  2859 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.5526315789
Running  2860 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.4210526316
Running  2861 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.4210526316
Running  2862 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.0263157895
Running  2863 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.2894736842
Running  2864 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.1578947368
Running  2865 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.7631578947
Running  2866 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.6315789474
Running  2867 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.5
Running  2868 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.5
Running  2869 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.5
Running  2870 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.6315789474
Running  2871 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.6315789474
Running  2872 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.6315789474
Running  2873 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.3684210526
Running  2874 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.7631578947
Running  2875 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.8947368421
Running  2876 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.8947368421
Running  2877 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.6315789474
Running  2878 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.8947368421
Running  2879 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.8947368421
Running  2880 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.6315789474
Running  2881 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.6315789474
Running  2882 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.8947368421
Running  2883 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.8947368421
Running  2884 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.5
Running  2885 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.3684210526
Running  2886 Iterations, The Training Error rate is  3.85  and the Test Error rate is  12.3684210526
Running  2887 Iterations, The Training Error rate is  3.85  and the Test Error rate is  12.3684210526
Running  2888 Iterations, The Training Error rate is  3.6  and the Test Error rate is  12.1052631579
Running  2889 Iterations, The Training Error rate is  3.6  and the Test Error rate is  12.1052631579
Running  2890 Iterations, The Training Error rate is  3.55  and the Test Error rate is  12.1052631579
Running  2891 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.1052631579
Running  2892 Iterations, The Training Error rate is  3.15  and the Test Error rate is  11.8421052632
Running  2893 Iterations, The Training Error rate is  3.35  and the Test Error rate is  11.9736842105
Running  2894 Iterations, The Training Error rate is  3.25  and the Test Error rate is  11.9736842105
Running  2895 Iterations, The Training Error rate is  3.85  and the Test Error rate is  12.2368421053
Running  2896 Iterations, The Training Error rate is  3.85  and the Test Error rate is  12.2368421053
Running  2897 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.2368421053
Running  2898 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.5
Running  2899 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.5
Running  2900 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.7631578947
Running  2901 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.7631578947
Running  2902 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.8947368421
Running  2903 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.7631578947
Running  2904 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.7631578947
Running  2905 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.0263157895
Running  2906 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.0263157895
Running  2907 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.0263157895
Running  2908 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.7631578947
Running  2909 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.7631578947
Running  2910 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.5
Running  2911 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.8947368421
Running  2912 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.7631578947
Running  2913 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.8947368421
Running  2914 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.8947368421
Running  2915 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.3684210526
Running  2916 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.3684210526
Running  2917 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.7631578947
Running  2918 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.7631578947
Running  2919 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.2894736842
Running  2920 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.5526315789
Running  2921 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  2922 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.4210526316
Running  2923 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.2894736842
Running  2924 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.2894736842
Running  2925 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.4210526316
Running  2926 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.4210526316
Running  2927 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.2894736842
Running  2928 Iterations, The Training Error rate is  5.65  and the Test Error rate is  13.8157894737
Running  2929 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.2894736842
Running  2930 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.4210526316
Running  2931 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.4210526316
Running  2932 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.1578947368
Running  2933 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.1578947368
Running  2934 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.4210526316
Running  2935 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.2894736842
Running  2936 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.2894736842
Running  2937 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.4210526316
Running  2938 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.8947368421
Running  2939 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.8947368421
Running  2940 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.5
Running  2941 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.7631578947
Running  2942 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.7631578947
Running  2943 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.7631578947
Running  2944 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.5
Running  2945 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.5
Running  2946 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.5
Running  2947 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.1052631579
Running  2948 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.3684210526
Running  2949 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.3684210526
Running  2950 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.6315789474
Running  2951 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.3684210526
Running  2952 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.5
Running  2953 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.5
Running  2954 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.7631578947
Running  2955 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.7631578947
Running  2956 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.7631578947
Running  2957 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.7631578947
Running  2958 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.7631578947
Running  2959 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.7631578947
Running  2960 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.5
Running  2961 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.5
Running  2962 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.3684210526
Running  2963 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.7631578947
Running  2964 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.5
Running  2965 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.5
Running  2966 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.5
Running  2967 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.5
Running  2968 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.5
Running  2969 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.5
Running  2970 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.5
Running  2971 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.7631578947
Running  2972 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.7631578947
Running  2973 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.5
Running  2974 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.5
Running  2975 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.5
Running  2976 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.7631578947
Running  2977 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.7631578947
Running  2978 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.8947368421
Running  2979 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.8947368421
Running  2980 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.8947368421
Running  2981 Iterations, The Training Error rate is  3.85  and the Test Error rate is  12.6315789474
Running  2982 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.6315789474
Running  2983 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.7631578947
Running  2984 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.7631578947
Running  2985 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.7631578947
Running  2986 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.7631578947
Running  2987 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.7631578947
Running  2988 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.7631578947
Running  2989 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.0263157895
Running  2990 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.0263157895
Running  2991 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.0263157895
Running  2992 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.2894736842
Running  2993 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.0263157895
Running  2994 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.0263157895
Running  2995 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.0263157895
Running  2996 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.7631578947
Running  2997 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.7631578947
Running  2998 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.5
Running  2999 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.2368421053
Running  3000 Iterations, The Training Error rate is  5.4  and the Test Error rate is  12.6315789474
Running  3001 Iterations, The Training Error rate is  5.65  and the Test Error rate is  12.7631578947
Running  3002 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.5
Running  3003 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.5
Running  3004 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.7631578947
Running  3005 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.0263157895
Running  3006 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.0263157895
Running  3007 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.0263157895
Running  3008 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.1578947368
Running  3009 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.2894736842
Running  3010 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.8947368421
Running  3011 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.7631578947
Running  3012 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.1578947368
Running  3013 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.2894736842
Running  3014 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.4210526316
Running  3015 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.2894736842
Running  3016 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.2894736842
Running  3017 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.2894736842
Running  3018 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.2894736842
Running  3019 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.1578947368
Running  3020 Iterations, The Training Error rate is  5.6  and the Test Error rate is  13.2894736842
Running  3021 Iterations, The Training Error rate is  5.6  and the Test Error rate is  13.2894736842
Running  3022 Iterations, The Training Error rate is  5.5  and the Test Error rate is  12.8947368421
Running  3023 Iterations, The Training Error rate is  5.5  and the Test Error rate is  12.7631578947
Running  3024 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.5
Running  3025 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.3684210526
Running  3026 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.3684210526
Running  3027 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.5
Running  3028 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.2368421053
Running  3029 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.3684210526
Running  3030 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.2368421053
Running  3031 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.5
Running  3032 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.5
Running  3033 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.5
Running  3034 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.6315789474
Running  3035 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.6315789474
Running  3036 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.8947368421
Running  3037 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.7631578947
Running  3038 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.8947368421
Running  3039 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.7631578947
Running  3040 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.7631578947
Running  3041 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.5
Running  3042 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.7631578947
Running  3043 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.7631578947
Running  3044 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.6315789474
Running  3045 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.6315789474
Running  3046 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.6315789474
Running  3047 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.6315789474
Running  3048 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.8947368421
Running  3049 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.8947368421
Running  3050 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.0263157895
Running  3051 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.0263157895
Running  3052 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.7631578947
Running  3053 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.7631578947
Running  3054 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.8947368421
Running  3055 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.8947368421
Running  3056 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.7631578947
Running  3057 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.7631578947
Running  3058 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.3684210526
Running  3059 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.3684210526
Running  3060 Iterations, The Training Error rate is  3.8  and the Test Error rate is  12.3684210526
Running  3061 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.3684210526
Running  3062 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.7631578947
Running  3063 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.7631578947
Running  3064 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.5
Running  3065 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.8947368421
Running  3066 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.7631578947
Running  3067 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.1578947368
Running  3068 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.1578947368
Running  3069 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.2894736842
Running  3070 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.1578947368
Running  3071 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.4210526316
Running  3072 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.0263157895
Running  3073 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.5526315789
Running  3074 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.5526315789
Running  3075 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.1578947368
Running  3076 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.1578947368
Running  3077 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.7631578947
Running  3078 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.7631578947
Running  3079 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.8947368421
Running  3080 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.8947368421
Running  3081 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.6315789474
Running  3082 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.0263157895
Running  3083 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.5
Running  3084 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.5
Running  3085 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.8947368421
Running  3086 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.0263157895
Running  3087 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.0263157895
Running  3088 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.0263157895
Running  3089 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.7631578947
Running  3090 Iterations, The Training Error rate is  4.65  and the Test Error rate is  12.8947368421
Running  3091 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.8947368421
Running  3092 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.7631578947
Running  3093 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.7631578947
Running  3094 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.8947368421
Running  3095 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.5
Running  3096 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.6315789474
Running  3097 Iterations, The Training Error rate is  5.0  and the Test Error rate is  12.6315789474
Running  3098 Iterations, The Training Error rate is  5.2  and the Test Error rate is  12.6315789474
Running  3099 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.0263157895
Running  3100 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.8947368421
Running  3101 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.2894736842
Running  3102 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.0263157895
Running  3103 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.2894736842
Running  3104 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.1578947368
Running  3105 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.1578947368
Running  3106 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.8947368421
Running  3107 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.8947368421
Running  3108 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.8947368421
Running  3109 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.5
Running  3110 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.6315789474
Running  3111 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.2368421053
Running  3112 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.6315789474
Running  3113 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.3684210526
Running  3114 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.6315789474
Running  3115 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.6315789474
Running  3116 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.6315789474
Running  3117 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.8947368421
Running  3118 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.8947368421
Running  3119 Iterations, The Training Error rate is  4.45  and the Test Error rate is  12.8947368421
Running  3120 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.7631578947
Running  3121 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.1578947368
Running  3122 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.7631578947
Running  3123 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.7631578947
Running  3124 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.5
Running  3125 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.6315789474
Running  3126 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.6315789474
Running  3127 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.3684210526
Running  3128 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.3684210526
Running  3129 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.6315789474
Running  3130 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.6315789474
Running  3131 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.2368421053
Running  3132 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.2368421053
Running  3133 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.6315789474
Running  3134 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.6315789474
Running  3135 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.5
Running  3136 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.7631578947
Running  3137 Iterations, The Training Error rate is  4.8  and the Test Error rate is  12.7631578947
Running  3138 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.2894736842
Running  3139 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.0263157895
Running  3140 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.5526315789
Running  3141 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.5526315789
Running  3142 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.5526315789
Running  3143 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.4210526316
Running  3144 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.4210526316
Running  3145 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.4210526316
Running  3146 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.6842105263
Running  3147 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.6842105263
Running  3148 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.1578947368
Running  3149 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.1578947368
Running  3150 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.8947368421
Running  3151 Iterations, The Training Error rate is  4.85  and the Test Error rate is  12.8947368421
Running  3152 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.8947368421
Running  3153 Iterations, The Training Error rate is  4.5  and the Test Error rate is  12.6315789474
Running  3154 Iterations, The Training Error rate is  4.25  and the Test Error rate is  12.8947368421
Running  3155 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.8947368421
Running  3156 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.5
Running  3157 Iterations, The Training Error rate is  3.8  and the Test Error rate is  12.5
Running  3158 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.8947368421
Running  3159 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.8947368421
Running  3160 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.6315789474
Running  3161 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.8947368421
Running  3162 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.8947368421
Running  3163 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.0263157895
Running  3164 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.7631578947
Running  3165 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.7631578947
Running  3166 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.0263157895
Running  3167 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.0263157895
Running  3168 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.6315789474
Running  3169 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.0263157895
Running  3170 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.0263157895
Running  3171 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.7631578947
Running  3172 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.1578947368
Running  3173 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.0263157895
Running  3174 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.4210526316
Running  3175 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.4210526316
Running  3176 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.0263157895
Running  3177 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.0263157895
Running  3178 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.0263157895
Running  3179 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.8947368421
Running  3180 Iterations, The Training Error rate is  4.15  and the Test Error rate is  12.8947368421
Running  3181 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.1578947368
Running  3182 Iterations, The Training Error rate is  3.65  and the Test Error rate is  12.7631578947
Running  3183 Iterations, The Training Error rate is  3.7  and the Test Error rate is  12.7631578947
Running  3184 Iterations, The Training Error rate is  3.2  and the Test Error rate is  12.3684210526
Running  3185 Iterations, The Training Error rate is  3.15  and the Test Error rate is  12.3684210526
Running  3186 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.6315789474
Running  3187 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.8947368421
Running  3188 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.8947368421
Running  3189 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.7631578947
Running  3190 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.7631578947
Running  3191 Iterations, The Training Error rate is  3.8  and the Test Error rate is  12.5
Running  3192 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.0263157895
Running  3193 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.4210526316
Running  3194 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.4210526316
Running  3195 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.8157894737
Running  3196 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.5526315789
Running  3197 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.5526315789
Running  3198 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.5526315789
Running  3199 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.4210526316
Running  3200 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.6842105263
Running  3201 Iterations, The Training Error rate is  5.65  and the Test Error rate is  13.6842105263
Running  3202 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.4210526316
Running  3203 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.1578947368
Running  3204 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.5526315789
Running  3205 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.2894736842
Running  3206 Iterations, The Training Error rate is  5.7  and the Test Error rate is  13.8157894737
Running  3207 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.6842105263
Running  3208 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.6842105263
Running  3209 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.6842105263
Running  3210 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.5526315789
Running  3211 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.5526315789
Running  3212 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.5526315789
Running  3213 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.4210526316
Running  3214 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.2894736842
Running  3215 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.1578947368
Running  3216 Iterations, The Training Error rate is  4.35  and the Test Error rate is  12.8947368421
Running  3217 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.7631578947
Running  3218 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.8947368421
Running  3219 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.8947368421
Running  3220 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.8947368421
Running  3221 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.8947368421
Running  3222 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.6315789474
Running  3223 Iterations, The Training Error rate is  4.05  and the Test Error rate is  12.6315789474
Running  3224 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.7631578947
Running  3225 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.7631578947
Running  3226 Iterations, The Training Error rate is  3.65  and the Test Error rate is  12.7631578947
Running  3227 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.7631578947
Running  3228 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.6315789474
Running  3229 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.0263157895
Running  3230 Iterations, The Training Error rate is  4.4  and the Test Error rate is  12.8947368421
Running  3231 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.2894736842
Running  3232 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.2894736842
Running  3233 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.2894736842
Running  3234 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.1578947368
Running  3235 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.1578947368
Running  3236 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.8947368421
Running  3237 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.2894736842
Running  3238 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.2894736842
Running  3239 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.8947368421
Running  3240 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.8947368421
Running  3241 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.8947368421
Running  3242 Iterations, The Training Error rate is  4.7  and the Test Error rate is  12.8947368421
Running  3243 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.2894736842
Running  3244 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.4210526316
Running  3245 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.4210526316
Running  3246 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.5526315789
Running  3247 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.1578947368
Running  3248 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.6842105263
Running  3249 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.6842105263
Running  3250 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.8157894737
Running  3251 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.4210526316
Running  3252 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.4210526316
Running  3253 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.5526315789
Running  3254 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.2894736842
Running  3255 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.8157894737
Running  3256 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.6842105263
Running  3257 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.0789473684
Running  3258 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.5526315789
Running  3259 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.0789473684
Running  3260 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.9473684211
Running  3261 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.9473684211
Running  3262 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.9473684211
Running  3263 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.9473684211
Running  3264 Iterations, The Training Error rate is  5.15  and the Test Error rate is  14.2105263158
Running  3265 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.6842105263
Running  3266 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.8157894737
Running  3267 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.8157894737
Running  3268 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.8157894737
Running  3269 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.4210526316
Running  3270 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.4210526316
Running  3271 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.9473684211
Running  3272 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.9473684211
Running  3273 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.4210526316
Running  3274 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.2894736842
Running  3275 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.2894736842
Running  3276 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.2894736842
Running  3277 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.4210526316
Running  3278 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.4210526316
Running  3279 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.6842105263
Running  3280 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.6842105263
Running  3281 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.2894736842
Running  3282 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.2894736842
Running  3283 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.6842105263
Running  3284 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.4210526316
Running  3285 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.4210526316
Running  3286 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.5526315789
Running  3287 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.0263157895
Running  3288 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.0263157895
Running  3289 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.0263157895
Running  3290 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.0263157895
Running  3291 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.1578947368
Running  3292 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.1578947368
Running  3293 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.1578947368
Running  3294 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.1578947368
Running  3295 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.5526315789
Running  3296 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.2894736842
Running  3297 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.2894736842
Running  3298 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.4210526316
Running  3299 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.0263157895
Running  3300 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.1578947368
Running  3301 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.8947368421
Running  3302 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3303 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.7631578947
Running  3304 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.7631578947
Running  3305 Iterations, The Training Error rate is  3.45  and the Test Error rate is  12.3684210526
Running  3306 Iterations, The Training Error rate is  3.85  and the Test Error rate is  12.8947368421
Running  3307 Iterations, The Training Error rate is  3.75  and the Test Error rate is  12.8947368421
Running  3308 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.2894736842
Running  3309 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.8157894737
Running  3310 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.8157894737
Running  3311 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.9473684211
Running  3312 Iterations, The Training Error rate is  4.95  and the Test Error rate is  14.2105263158
Running  3313 Iterations, The Training Error rate is  4.95  and the Test Error rate is  14.4736842105
Running  3314 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.6052631579
Running  3315 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.8684210526
Running  3316 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.4736842105
Running  3317 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.6052631579
Running  3318 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.2105263158
Running  3319 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.0789473684
Running  3320 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.0789473684
Running  3321 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.2105263158
Running  3322 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.8157894737
Running  3323 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.6842105263
Running  3324 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.2105263158
Running  3325 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.2105263158
Running  3326 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.0789473684
Running  3327 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.9473684211
Running  3328 Iterations, The Training Error rate is  5.45  and the Test Error rate is  14.3421052632
Running  3329 Iterations, The Training Error rate is  5.25  and the Test Error rate is  14.3421052632
Running  3330 Iterations, The Training Error rate is  5.3  and the Test Error rate is  14.2105263158
Running  3331 Iterations, The Training Error rate is  5.4  and the Test Error rate is  14.3421052632
Running  3332 Iterations, The Training Error rate is  5.25  and the Test Error rate is  14.2105263158
Running  3333 Iterations, The Training Error rate is  5.35  and the Test Error rate is  14.4736842105
Running  3334 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.8157894737
Running  3335 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.6842105263
Running  3336 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.3421052632
Running  3337 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.4736842105
Running  3338 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.3421052632
Running  3339 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.0789473684
Running  3340 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.2105263158
Running  3341 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.8157894737
Running  3342 Iterations, The Training Error rate is  4.35  and the Test Error rate is  14.2105263158
Running  3343 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.8157894737
Running  3344 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.8157894737
Running  3345 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.6842105263
Running  3346 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.4210526316
Running  3347 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.2894736842
Running  3348 Iterations, The Training Error rate is  3.6  and the Test Error rate is  12.8947368421
Running  3349 Iterations, The Training Error rate is  3.55  and the Test Error rate is  12.7631578947
Running  3350 Iterations, The Training Error rate is  3.35  and the Test Error rate is  12.6315789474
Running  3351 Iterations, The Training Error rate is  3.85  and the Test Error rate is  12.7631578947
Running  3352 Iterations, The Training Error rate is  3.6  and the Test Error rate is  12.3684210526
Running  3353 Iterations, The Training Error rate is  4.3  and the Test Error rate is  12.8947368421
Running  3354 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.1578947368
Running  3355 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.1578947368
Running  3356 Iterations, The Training Error rate is  4.75  and the Test Error rate is  12.8947368421
Running  3357 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.2894736842
Running  3358 Iterations, The Training Error rate is  5.15  and the Test Error rate is  13.4210526316
Running  3359 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.6842105263
Running  3360 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.6842105263
Running  3361 Iterations, The Training Error rate is  5.6  and the Test Error rate is  13.6842105263
Running  3362 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.8157894737
Running  3363 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.4210526316
Running  3364 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.6842105263
Running  3365 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.8157894737
Running  3366 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.0789473684
Running  3367 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.8157894737
Running  3368 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.9473684211
Running  3369 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.8157894737
Running  3370 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.9473684211
Running  3371 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.8157894737
Running  3372 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.9473684211
Running  3373 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.8157894737
Running  3374 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.2894736842
Running  3375 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.6842105263
Running  3376 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.2894736842
Running  3377 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.6842105263
Running  3378 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.4210526316
Running  3379 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.8157894737
Running  3380 Iterations, The Training Error rate is  4.1  and the Test Error rate is  14.0789473684
Running  3381 Iterations, The Training Error rate is  4.15  and the Test Error rate is  14.0789473684
Running  3382 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.9473684211
Running  3383 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.9473684211
Running  3384 Iterations, The Training Error rate is  4.1  and the Test Error rate is  14.0789473684
Running  3385 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.3421052632
Running  3386 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.7368421053
Running  3387 Iterations, The Training Error rate is  4.35  and the Test Error rate is  14.3421052632
Running  3388 Iterations, The Training Error rate is  4.65  and the Test Error rate is  14.4736842105
Running  3389 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.2105263158
Running  3390 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.3421052632
Running  3391 Iterations, The Training Error rate is  4.65  and the Test Error rate is  14.4736842105
Running  3392 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.8684210526
Running  3393 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.8684210526
Running  3394 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.8684210526
Running  3395 Iterations, The Training Error rate is  4.2  and the Test Error rate is  14.2105263158
Running  3396 Iterations, The Training Error rate is  4.35  and the Test Error rate is  14.3421052632
Running  3397 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.3421052632
Running  3398 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  3399 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.3421052632
Running  3400 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.3421052632
Running  3401 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.3421052632
Running  3402 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.0789473684
Running  3403 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.0789473684
Running  3404 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.9473684211
Running  3405 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.0789473684
Running  3406 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.5526315789
Running  3407 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.8157894737
Running  3408 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.5526315789
Running  3409 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.8157894737
Running  3410 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.2894736842
Running  3411 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.5526315789
Running  3412 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.2894736842
Running  3413 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.8157894737
Running  3414 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.8157894737
Running  3415 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.5526315789
Running  3416 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.9473684211
Running  3417 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.5526315789
Running  3418 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.6842105263
Running  3419 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.5526315789
Running  3420 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.6842105263
Running  3421 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.6842105263
Running  3422 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.8157894737
Running  3423 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.5526315789
Running  3424 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.6842105263
Running  3425 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.6842105263
Running  3426 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.8157894737
Running  3427 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.8157894737
Running  3428 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.3421052632
Running  3429 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.0789473684
Running  3430 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.0789473684
Running  3431 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.0789473684
Running  3432 Iterations, The Training Error rate is  4.0  and the Test Error rate is  14.0789473684
Running  3433 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.9473684211
Running  3434 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.8157894737
Running  3435 Iterations, The Training Error rate is  4.15  and the Test Error rate is  14.2105263158
Running  3436 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.6842105263
Running  3437 Iterations, The Training Error rate is  4.0  and the Test Error rate is  14.0789473684
Running  3438 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.4210526316
Running  3439 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.9473684211
Running  3440 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.8157894737
Running  3441 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.4210526316
Running  3442 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.5526315789
Running  3443 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.4210526316
Running  3444 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.5526315789
Running  3445 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.1578947368
Running  3446 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.1578947368
Running  3447 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.0263157895
Running  3448 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.0263157895
Running  3449 Iterations, The Training Error rate is  3.7  and the Test Error rate is  12.7631578947
Running  3450 Iterations, The Training Error rate is  3.85  and the Test Error rate is  12.8947368421
Running  3451 Iterations, The Training Error rate is  3.9  and the Test Error rate is  12.8947368421
Running  3452 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.1578947368
Running  3453 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3454 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.2894736842
Running  3455 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.2894736842
Running  3456 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.6842105263
Running  3457 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.4210526316
Running  3458 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.4210526316
Running  3459 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.5526315789
Running  3460 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.4210526316
Running  3461 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.6842105263
Running  3462 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.1578947368
Running  3463 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.1578947368
Running  3464 Iterations, The Training Error rate is  3.35  and the Test Error rate is  12.8947368421
Running  3465 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.1578947368
Running  3466 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.8947368421
Running  3467 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.1578947368
Running  3468 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.2894736842
Running  3469 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.0263157895
Running  3470 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.1578947368
Running  3471 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.0263157895
Running  3472 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.6842105263
Running  3473 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.8157894737
Running  3474 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.0789473684
Running  3475 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.9473684211
Running  3476 Iterations, The Training Error rate is  4.65  and the Test Error rate is  14.0789473684
Running  3477 Iterations, The Training Error rate is  4.65  and the Test Error rate is  14.0789473684
Running  3478 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.3421052632
Running  3479 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.3421052632
Running  3480 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.8684210526
Running  3481 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.7368421053
Running  3482 Iterations, The Training Error rate is  4.35  and the Test Error rate is  14.3421052632
Running  3483 Iterations, The Training Error rate is  4.2  and the Test Error rate is  14.2105263158
Running  3484 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.4736842105
Running  3485 Iterations, The Training Error rate is  4.35  and the Test Error rate is  14.3421052632
Running  3486 Iterations, The Training Error rate is  4.15  and the Test Error rate is  14.2105263158
Running  3487 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.9473684211
Running  3488 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.6842105263
Running  3489 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.5526315789
Running  3490 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.2894736842
Running  3491 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.2894736842
Running  3492 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.0263157895
Running  3493 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.0263157895
Running  3494 Iterations, The Training Error rate is  3.85  and the Test Error rate is  12.8947368421
Running  3495 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.0263157895
Running  3496 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.0263157895
Running  3497 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.4210526316
Running  3498 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.4210526316
Running  3499 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.4210526316
Running  3500 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.5526315789
Running  3501 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.5526315789
Running  3502 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.0789473684
Running  3503 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.0789473684
Running  3504 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.9473684211
Running  3505 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.8157894737
Running  3506 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.2105263158
Running  3507 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.8157894737
Running  3508 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.9473684211
Running  3509 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.9473684211
Running  3510 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.8157894737
Running  3511 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.8157894737
Running  3512 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.5526315789
Running  3513 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.5526315789
Running  3514 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.4210526316
Running  3515 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.4210526316
Running  3516 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.1578947368
Running  3517 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.1578947368
Running  3518 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.1578947368
Running  3519 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.1578947368
Running  3520 Iterations, The Training Error rate is  3.05  and the Test Error rate is  12.8947368421
Running  3521 Iterations, The Training Error rate is  3.0  and the Test Error rate is  12.8947368421
Running  3522 Iterations, The Training Error rate is  2.8  and the Test Error rate is  12.7631578947
Running  3523 Iterations, The Training Error rate is  2.85  and the Test Error rate is  12.7631578947
Running  3524 Iterations, The Training Error rate is  2.95  and the Test Error rate is  12.8947368421
Running  3525 Iterations, The Training Error rate is  2.85  and the Test Error rate is  12.8947368421
Running  3526 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.1578947368
Running  3527 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.5526315789
Running  3528 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.4210526316
Running  3529 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.5526315789
Running  3530 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.6842105263
Running  3531 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.8157894737
Running  3532 Iterations, The Training Error rate is  4.2  and the Test Error rate is  14.2105263158
Running  3533 Iterations, The Training Error rate is  4.3  and the Test Error rate is  14.4736842105
Running  3534 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.6052631579
Running  3535 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.7368421053
Running  3536 Iterations, The Training Error rate is  4.0  and the Test Error rate is  14.3421052632
Running  3537 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.9473684211
Running  3538 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.3421052632
Running  3539 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.2105263158
Running  3540 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.0789473684
Running  3541 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.9473684211
Running  3542 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.5526315789
Running  3543 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.2894736842
Running  3544 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.4210526316
Running  3545 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.6842105263
Running  3546 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.5526315789
Running  3547 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.5526315789
Running  3548 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.5526315789
Running  3549 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.8157894737
Running  3550 Iterations, The Training Error rate is  5.1  and the Test Error rate is  13.6842105263
Running  3551 Iterations, The Training Error rate is  5.15  and the Test Error rate is  14.0789473684
Running  3552 Iterations, The Training Error rate is  5.3  and the Test Error rate is  14.0789473684
Running  3553 Iterations, The Training Error rate is  5.5  and the Test Error rate is  14.3421052632
Running  3554 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.9473684211
Running  3555 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.5526315789
Running  3556 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.5526315789
Running  3557 Iterations, The Training Error rate is  5.2  and the Test Error rate is  13.5526315789
Running  3558 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.5526315789
Running  3559 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.5526315789
Running  3560 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.0789473684
Running  3561 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.9473684211
Running  3562 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.2105263158
Running  3563 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.0789473684
Running  3564 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.9473684211
Running  3565 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.3421052632
Running  3566 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.4736842105
Running  3567 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.4736842105
Running  3568 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.3421052632
Running  3569 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.0789473684
Running  3570 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.5526315789
Running  3571 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.5526315789
Running  3572 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.2894736842
Running  3573 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.4210526316
Running  3574 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.4210526316
Running  3575 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.2894736842
Running  3576 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.2894736842
Running  3577 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.2894736842
Running  3578 Iterations, The Training Error rate is  3.45  and the Test Error rate is  12.8947368421
Running  3579 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.1578947368
Running  3580 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.2894736842
Running  3581 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.0263157895
Running  3582 Iterations, The Training Error rate is  3.45  and the Test Error rate is  12.8947368421
Running  3583 Iterations, The Training Error rate is  3.55  and the Test Error rate is  12.8947368421
Running  3584 Iterations, The Training Error rate is  3.55  and the Test Error rate is  12.8947368421
Running  3585 Iterations, The Training Error rate is  4.1  and the Test Error rate is  12.8947368421
Running  3586 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.0263157895
Running  3587 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.0263157895
Running  3588 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.1578947368
Running  3589 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.2894736842
Running  3590 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.1578947368
Running  3591 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.6842105263
Running  3592 Iterations, The Training Error rate is  5.3  and the Test Error rate is  13.9473684211
Running  3593 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.8157894737
Running  3594 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.9473684211
Running  3595 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.3421052632
Running  3596 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.0789473684
Running  3597 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.3421052632
Running  3598 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.2105263158
Running  3599 Iterations, The Training Error rate is  4.3  and the Test Error rate is  14.0789473684
Running  3600 Iterations, The Training Error rate is  4.3  and the Test Error rate is  14.0789473684
Running  3601 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.2105263158
Running  3602 Iterations, The Training Error rate is  4.0  and the Test Error rate is  14.2105263158
Running  3603 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.2105263158
Running  3604 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.3421052632
Running  3605 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.6842105263
Running  3606 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.6842105263
Running  3607 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.4210526316
Running  3608 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.4210526316
Running  3609 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.5526315789
Running  3610 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.5526315789
Running  3611 Iterations, The Training Error rate is  2.75  and the Test Error rate is  12.8947368421
Running  3612 Iterations, The Training Error rate is  2.8  and the Test Error rate is  12.6315789474
Running  3613 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.0263157895
Running  3614 Iterations, The Training Error rate is  3.1  and the Test Error rate is  12.8947368421
Running  3615 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.0263157895
Running  3616 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.0263157895
Running  3617 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.4210526316
Running  3618 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.4210526316
Running  3619 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.0263157895
Running  3620 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.0263157895
Running  3621 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.4210526316
Running  3622 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.4210526316
Running  3623 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.1578947368
Running  3624 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.0263157895
Running  3625 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.0263157895
Running  3626 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.6842105263
Running  3627 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.6842105263
Running  3628 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.6842105263
Running  3629 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.8157894737
Running  3630 Iterations, The Training Error rate is  4.15  and the Test Error rate is  14.6052631579
Running  3631 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.3421052632
Running  3632 Iterations, The Training Error rate is  4.3  and the Test Error rate is  14.7368421053
Running  3633 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.6052631579
Running  3634 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.8684210526
Running  3635 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.7368421053
Running  3636 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.7368421053
Running  3637 Iterations, The Training Error rate is  4.35  and the Test Error rate is  14.7368421053
Running  3638 Iterations, The Training Error rate is  4.35  and the Test Error rate is  14.8684210526
Running  3639 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.8684210526
Running  3640 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.4736842105
Running  3641 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.3421052632
Running  3642 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.2105263158
Running  3643 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.0789473684
Running  3644 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.4736842105
Running  3645 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.4736842105
Running  3646 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.4736842105
Running  3647 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.3421052632
Running  3648 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.2105263158
Running  3649 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.2105263158
Running  3650 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.8157894737
Running  3651 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.8157894737
Running  3652 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.0789473684
Running  3653 Iterations, The Training Error rate is  4.2  and the Test Error rate is  14.0789473684
Running  3654 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.4210526316
Running  3655 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.8157894737
Running  3656 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.1578947368
Running  3657 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.0263157895
Running  3658 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.1578947368
Running  3659 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.0263157895
Running  3660 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.5526315789
Running  3661 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.5526315789
Running  3662 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.4210526316
Running  3663 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.4210526316
Running  3664 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.4210526316
Running  3665 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.2894736842
Running  3666 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.2894736842
Running  3667 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.1578947368
Running  3668 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.0263157895
Running  3669 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.5526315789
Running  3670 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.0263157895
Running  3671 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.6842105263
Running  3672 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.4210526316
Running  3673 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.8157894737
Running  3674 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.8157894737
Running  3675 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.8157894737
Running  3676 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.8157894737
Running  3677 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.8157894737
Running  3678 Iterations, The Training Error rate is  4.15  and the Test Error rate is  14.2105263158
Running  3679 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.6842105263
Running  3680 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.8157894737
Running  3681 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.1578947368
Running  3682 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.0263157895
Running  3683 Iterations, The Training Error rate is  3.15  and the Test Error rate is  12.8947368421
Running  3684 Iterations, The Training Error rate is  3.15  and the Test Error rate is  12.8947368421
Running  3685 Iterations, The Training Error rate is  3.05  and the Test Error rate is  12.8947368421
Running  3686 Iterations, The Training Error rate is  3.3  and the Test Error rate is  12.8947368421
Running  3687 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.1578947368
Running  3688 Iterations, The Training Error rate is  3.0  and the Test Error rate is  12.7631578947
Running  3689 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.1578947368
Running  3690 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.0263157895
Running  3691 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.2894736842
Running  3692 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.2894736842
Running  3693 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.2894736842
Running  3694 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.2894736842
Running  3695 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.2894736842
Running  3696 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.5526315789
Running  3697 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.5526315789
Running  3698 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.5526315789
Running  3699 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.4210526316
Running  3700 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.4210526316
Running  3701 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.6842105263
Running  3702 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.9473684211
Running  3703 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.8157894737
Running  3704 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.8157894737
Running  3705 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.6842105263
Running  3706 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.4210526316
Running  3707 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.2894736842
Running  3708 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.2894736842
Running  3709 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.5526315789
Running  3710 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.5526315789
Running  3711 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.5526315789
Running  3712 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.2894736842
Running  3713 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.1578947368
Running  3714 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.1578947368
Running  3715 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.4210526316
Running  3716 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.4210526316
Running  3717 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.9473684211
Running  3718 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.9473684211
Running  3719 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.6842105263
Running  3720 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.8157894737
Running  3721 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.6842105263
Running  3722 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.8157894737
Running  3723 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.0789473684
Running  3724 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.0789473684
Running  3725 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.9473684211
Running  3726 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.9473684211
Running  3727 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.5526315789
Running  3728 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.5526315789
Running  3729 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.2894736842
Running  3730 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.4210526316
Running  3731 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.0263157895
Running  3732 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.2894736842
Running  3733 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.1578947368
Running  3734 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.6842105263
Running  3735 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.8157894737
Running  3736 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.8157894737
Running  3737 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.6842105263
Running  3738 Iterations, The Training Error rate is  4.2  and the Test Error rate is  14.3421052632
Running  3739 Iterations, The Training Error rate is  4.1  and the Test Error rate is  14.6052631579
Running  3740 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.4736842105
Running  3741 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.7368421053
Running  3742 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.8684210526
Running  3743 Iterations, The Training Error rate is  3.65  and the Test Error rate is  15.0
Running  3744 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.6052631579
Running  3745 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.3421052632
Running  3746 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.8684210526
Running  3747 Iterations, The Training Error rate is  3.4  and the Test Error rate is  15.0
Running  3748 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.3421052632
Running  3749 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.2105263158
Running  3750 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.4736842105
Running  3751 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.4736842105
Running  3752 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.9473684211
Running  3753 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.0789473684
Running  3754 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.0789473684
Running  3755 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.3421052632
Running  3756 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.8157894737
Running  3757 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.8157894737
Running  3758 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.4736842105
Running  3759 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.8684210526
Running  3760 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.6052631579
Running  3761 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.7368421053
Running  3762 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.7368421053
Running  3763 Iterations, The Training Error rate is  4.0  and the Test Error rate is  14.7368421053
Running  3764 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.6052631579
Running  3765 Iterations, The Training Error rate is  4.0  and the Test Error rate is  14.4736842105
Running  3766 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.4736842105
Running  3767 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.4736842105
Running  3768 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.9473684211
Running  3769 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.5526315789
Running  3770 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.8157894737
Running  3771 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.6842105263
Running  3772 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.2105263158
Running  3773 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.0789473684
Running  3774 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.6052631579
Running  3775 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.6052631579
Running  3776 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.7368421053
Running  3777 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.8684210526
Running  3778 Iterations, The Training Error rate is  4.1  and the Test Error rate is  15.0
Running  3779 Iterations, The Training Error rate is  4.0  and the Test Error rate is  15.0
Running  3780 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.6052631579
Running  3781 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.6052631579
Running  3782 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.4736842105
Running  3783 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.3421052632
Running  3784 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.8157894737
Running  3785 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.8157894737
Running  3786 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.6842105263
Running  3787 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.4210526316
Running  3788 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.1578947368
Running  3789 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.4210526316
Running  3790 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.4210526316
Running  3791 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.4210526316
Running  3792 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.0263157895
Running  3793 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.0263157895
Running  3794 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.0263157895
Running  3795 Iterations, The Training Error rate is  2.65  and the Test Error rate is  12.8947368421
Running  3796 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.4210526316
Running  3797 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.6842105263
Running  3798 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.6842105263
Running  3799 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.5526315789
Running  3800 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.5526315789
Running  3801 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.2894736842
Running  3802 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.6842105263
Running  3803 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.6842105263
Running  3804 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.2105263158
Running  3805 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.0789473684
Running  3806 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.6842105263
Running  3807 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.8157894737
Running  3808 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.8157894737
Running  3809 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.8157894737
Running  3810 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.9473684211
Running  3811 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.4736842105
Running  3812 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.4736842105
Running  3813 Iterations, The Training Error rate is  4.3  and the Test Error rate is  14.3421052632
Running  3814 Iterations, The Training Error rate is  4.2  and the Test Error rate is  14.2105263158
Running  3815 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.2105263158
Running  3816 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.3421052632
Running  3817 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.8157894737
Running  3818 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.8157894737
Running  3819 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.9473684211
Running  3820 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.9473684211
Running  3821 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.8157894737
Running  3822 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.5526315789
Running  3823 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.5526315789
Running  3824 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.2894736842
Running  3825 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.2894736842
Running  3826 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.2894736842
Running  3827 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.2894736842
Running  3828 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.6842105263
Running  3829 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.2894736842
Running  3830 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.2894736842
Running  3831 Iterations, The Training Error rate is  3.45  and the Test Error rate is  12.8947368421
Running  3832 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.0263157895
Running  3833 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.6842105263
Running  3834 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.8157894737
Running  3835 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.8157894737
Running  3836 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.6842105263
Running  3837 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.0789473684
Running  3838 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.6842105263
Running  3839 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.9473684211
Running  3840 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.8157894737
Running  3841 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.3421052632
Running  3842 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.6052631579
Running  3843 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.9473684211
Running  3844 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.9473684211
Running  3845 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.9473684211
Running  3846 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.8157894737
Running  3847 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.9473684211
Running  3848 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.9473684211
Running  3849 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.3421052632
Running  3850 Iterations, The Training Error rate is  4.65  and the Test Error rate is  14.3421052632
Running  3851 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.9473684211
Running  3852 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.5526315789
Running  3853 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.9473684211
Running  3854 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.0789473684
Running  3855 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.4736842105
Running  3856 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.4736842105
Running  3857 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.2105263158
Running  3858 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.2105263158
Running  3859 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.9473684211
Running  3860 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.9473684211
Running  3861 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.3421052632
Running  3862 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.4736842105
Running  3863 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.6052631579
Running  3864 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.4736842105
Running  3865 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.3421052632
Running  3866 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.6052631579
Running  3867 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.6052631579
Running  3868 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.8684210526
Running  3869 Iterations, The Training Error rate is  3.65  and the Test Error rate is  15.1315789474
Running  3870 Iterations, The Training Error rate is  3.85  and the Test Error rate is  15.5263157895
Running  3871 Iterations, The Training Error rate is  3.75  and the Test Error rate is  15.1315789474
Running  3872 Iterations, The Training Error rate is  3.95  and the Test Error rate is  15.2631578947
Running  3873 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.7368421053
Running  3874 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.6052631579
Running  3875 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.3421052632
Running  3876 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.0789473684
Running  3877 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.2105263158
Running  3878 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.3421052632
Running  3879 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.6842105263
Running  3880 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.5526315789
Running  3881 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.4210526316
Running  3882 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.4210526316
Running  3883 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.5526315789
Running  3884 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.6842105263
Running  3885 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.6842105263
Running  3886 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.9473684211
Running  3887 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.5526315789
Running  3888 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.2894736842
Running  3889 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.2894736842
Running  3890 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.2894736842
Running  3891 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.2894736842
Running  3892 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.0263157895
Running  3893 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.1578947368
Running  3894 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.1578947368
Running  3895 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.5526315789
Running  3896 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.4210526316
Running  3897 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.5526315789
Running  3898 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.5526315789
Running  3899 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.2105263158
Running  3900 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.0789473684
Running  3901 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.6052631579
Running  3902 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.8684210526
Running  3903 Iterations, The Training Error rate is  4.0  and the Test Error rate is  14.6052631579
Running  3904 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.6052631579
Running  3905 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.6052631579
Running  3906 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.7368421053
Running  3907 Iterations, The Training Error rate is  4.0  and the Test Error rate is  15.0
Running  3908 Iterations, The Training Error rate is  4.0  and the Test Error rate is  15.0
Running  3909 Iterations, The Training Error rate is  4.15  and the Test Error rate is  14.8684210526
Running  3910 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.0
Running  3911 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.4736842105
Running  3912 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.3421052632
Running  3913 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.4736842105
Running  3914 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.4736842105
Running  3915 Iterations, The Training Error rate is  4.15  and the Test Error rate is  14.7368421053
Running  3916 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.7368421053
Running  3917 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.4736842105
Running  3918 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  3919 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.9473684211
Running  3920 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.8157894737
Running  3921 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.2105263158
Running  3922 Iterations, The Training Error rate is  4.65  and the Test Error rate is  14.0789473684
Running  3923 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.2105263158
Running  3924 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.0789473684
Running  3925 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.8157894737
Running  3926 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.6842105263
Running  3927 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.6842105263
Running  3928 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.9473684211
Running  3929 Iterations, The Training Error rate is  4.2  and the Test Error rate is  14.0789473684
Running  3930 Iterations, The Training Error rate is  4.2  and the Test Error rate is  14.0789473684
Running  3931 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.8157894737
Running  3932 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.9473684211
Running  3933 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.8157894737
Running  3934 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.0789473684
Running  3935 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.9473684211
Running  3936 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.8157894737
Running  3937 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.8157894737
Running  3938 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.4210526316
Running  3939 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.4210526316
Running  3940 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.5526315789
Running  3941 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.5526315789
Running  3942 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.2894736842
Running  3943 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.6842105263
Running  3944 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.2894736842
Running  3945 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.1578947368
Running  3946 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.1578947368
Running  3947 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.5526315789
Running  3948 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.5526315789
Running  3949 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.6842105263
Running  3950 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.4210526316
Running  3951 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.4210526316
Running  3952 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.4210526316
Running  3953 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.0263157895
Running  3954 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.5526315789
Running  3955 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.5526315789
Running  3956 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.6842105263
Running  3957 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.1578947368
Running  3958 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.2894736842
Running  3959 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.0263157895
Running  3960 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.1578947368
Running  3961 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.0263157895
Running  3962 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.5526315789
Running  3963 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.4210526316
Running  3964 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.1578947368
Running  3965 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.0263157895
Running  3966 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.0263157895
Running  3967 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.0263157895
Running  3968 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.0263157895
Running  3969 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.0263157895
Running  3970 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.4210526316
Running  3971 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.4210526316
Running  3972 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.4210526316
Running  3973 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.4210526316
Running  3974 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.6842105263
Running  3975 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.6842105263
Running  3976 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.8157894737
Running  3977 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.8157894737
Running  3978 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.8157894737
Running  3979 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.8157894737
Running  3980 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.8157894737
Running  3981 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.8157894737
Running  3982 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.8157894737
Running  3983 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.9473684211
Running  3984 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.5526315789
Running  3985 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.6842105263
Running  3986 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.5526315789
Running  3987 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.5526315789
Running  3988 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.5526315789
Running  3989 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.5526315789
Running  3990 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.5526315789
Running  3991 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.5526315789
Running  3992 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.2894736842
Running  3993 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.1578947368
Running  3994 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.1578947368
Running  3995 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.4210526316
Running  3996 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.4210526316
Running  3997 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.4210526316
Running  3998 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.5526315789
Running  3999 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.5526315789
Running  4000 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.1578947368
Running  4001 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.5526315789
Running  4002 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.6842105263
Running  4003 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.6842105263
Running  4004 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.2105263158
Running  4005 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.0789473684
Running  4006 Iterations, The Training Error rate is  4.15  and the Test Error rate is  14.3421052632
Running  4007 Iterations, The Training Error rate is  4.1  and the Test Error rate is  14.3421052632
Running  4008 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.2105263158
Running  4009 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.3421052632
Running  4010 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.3421052632
Running  4011 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.9473684211
Running  4012 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.6842105263
Running  4013 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.8157894737
Running  4014 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.4210526316
Running  4015 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.2894736842
Running  4016 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.0263157895
Running  4017 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.4210526316
Running  4018 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.5526315789
Running  4019 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.5526315789
Running  4020 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.8157894737
Running  4021 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.9473684211
Running  4022 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.0789473684
Running  4023 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.0789473684
Running  4024 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.2105263158
Running  4025 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.6052631579
Running  4026 Iterations, The Training Error rate is  3.65  and the Test Error rate is  15.0
Running  4027 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.8684210526
Running  4028 Iterations, The Training Error rate is  3.55  and the Test Error rate is  15.0
Running  4029 Iterations, The Training Error rate is  3.65  and the Test Error rate is  15.2631578947
Running  4030 Iterations, The Training Error rate is  3.4  and the Test Error rate is  15.2631578947
Running  4031 Iterations, The Training Error rate is  3.75  and the Test Error rate is  15.6578947368
Running  4032 Iterations, The Training Error rate is  4.05  and the Test Error rate is  15.6578947368
Running  4033 Iterations, The Training Error rate is  4.25  and the Test Error rate is  15.9210526316
Running  4034 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.6578947368
Running  4035 Iterations, The Training Error rate is  3.9  and the Test Error rate is  15.5263157895
Running  4036 Iterations, The Training Error rate is  3.7  and the Test Error rate is  15.2631578947
Running  4037 Iterations, The Training Error rate is  3.75  and the Test Error rate is  15.3947368421
Running  4038 Iterations, The Training Error rate is  3.6  and the Test Error rate is  15.1315789474
Running  4039 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.8684210526
Running  4040 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.6052631579
Running  4041 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.6052631579
Running  4042 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.6052631579
Running  4043 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.7368421053
Running  4044 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.7368421053
Running  4045 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.6052631579
Running  4046 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.4736842105
Running  4047 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.3421052632
Running  4048 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.3421052632
Running  4049 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.4736842105
Running  4050 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.4736842105
Running  4051 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.2105263158
Running  4052 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.3421052632
Running  4053 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.0789473684
Running  4054 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.0789473684
Running  4055 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.2105263158
Running  4056 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.2105263158
Running  4057 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.0789473684
Running  4058 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.0789473684
Running  4059 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.8157894737
Running  4060 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.0789473684
Running  4061 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.0789473684
Running  4062 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.9473684211
Running  4063 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.3421052632
Running  4064 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.2105263158
Running  4065 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.0789473684
Running  4066 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.0789473684
Running  4067 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.0789473684
Running  4068 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.2105263158
Running  4069 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.3421052632
Running  4070 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.0789473684
Running  4071 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.9473684211
Running  4072 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.9473684211
Running  4073 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.4210526316
Running  4074 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.5526315789
Running  4075 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.6842105263
Running  4076 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.0789473684
Running  4077 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.0789473684
Running  4078 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.8157894737
Running  4079 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.9473684211
Running  4080 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.9473684211
Running  4081 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.2105263158
Running  4082 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.0789473684
Running  4083 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.0789473684
Running  4084 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.2105263158
Running  4085 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.9473684211
Running  4086 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.6842105263
Running  4087 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.6842105263
Running  4088 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.8157894737
Running  4089 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.8157894737
Running  4090 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.8157894737
Running  4091 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.6842105263
Running  4092 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.0789473684
Running  4093 Iterations, The Training Error rate is  4.15  and the Test Error rate is  14.0789473684
Running  4094 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.8157894737
Running  4095 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.8157894737
Running  4096 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.5526315789
Running  4097 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.9473684211
Running  4098 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.8157894737
Running  4099 Iterations, The Training Error rate is  4.3  and the Test Error rate is  14.0789473684
Running  4100 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.0789473684
Running  4101 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.0789473684
Running  4102 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.6842105263
Running  4103 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.0789473684
Running  4104 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.0789473684
Running  4105 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.2105263158
Running  4106 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.3421052632
Running  4107 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.0789473684
Running  4108 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.0789473684
Running  4109 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.8157894737
Running  4110 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.6842105263
Running  4111 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.6842105263
Running  4112 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.6842105263
Running  4113 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.4210526316
Running  4114 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.5526315789
Running  4115 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.5526315789
Running  4116 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.5526315789
Running  4117 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.8157894737
Running  4118 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.0789473684
Running  4119 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.0789473684
Running  4120 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.0789473684
Running  4121 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.0789473684
Running  4122 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.0789473684
Running  4123 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.9473684211
Running  4124 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.0789473684
Running  4125 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.8157894737
Running  4126 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.8157894737
Running  4127 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.4210526316
Running  4128 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.4210526316
Running  4129 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.2894736842
Running  4130 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.4210526316
Running  4131 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.2894736842
Running  4132 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.1578947368
Running  4133 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.1578947368
Running  4134 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.1578947368
Running  4135 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.2894736842
Running  4136 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.1578947368
Running  4137 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.1578947368
Running  4138 Iterations, The Training Error rate is  2.45  and the Test Error rate is  12.8947368421
Running  4139 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.1578947368
Running  4140 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.0263157895
Running  4141 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.0263157895
Running  4142 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.1578947368
Running  4143 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.1578947368
Running  4144 Iterations, The Training Error rate is  2.6  and the Test Error rate is  12.8947368421
Running  4145 Iterations, The Training Error rate is  2.65  and the Test Error rate is  12.8947368421
Running  4146 Iterations, The Training Error rate is  2.7  and the Test Error rate is  12.8947368421
Running  4147 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.2894736842
Running  4148 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.2894736842
Running  4149 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.0263157895
Running  4150 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.1578947368
Running  4151 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.1578947368
Running  4152 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.4210526316
Running  4153 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.4210526316
Running  4154 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.5526315789
Running  4155 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.5526315789
Running  4156 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.6842105263
Running  4157 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.1578947368
Running  4158 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.2894736842
Running  4159 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.2894736842
Running  4160 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.5526315789
Running  4161 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.5526315789
Running  4162 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.2894736842
Running  4163 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.2894736842
Running  4164 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.6842105263
Running  4165 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.8157894737
Running  4166 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.9473684211
Running  4167 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.0789473684
Running  4168 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.3421052632
Running  4169 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.3421052632
Running  4170 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.9473684211
Running  4171 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.9473684211
Running  4172 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.8157894737
Running  4173 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.9473684211
Running  4174 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.8157894737
Running  4175 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.8157894737
Running  4176 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.5526315789
Running  4177 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.5526315789
Running  4178 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.1578947368
Running  4179 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.2894736842
Running  4180 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.2894736842
Running  4181 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.4210526316
Running  4182 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.4210526316
Running  4183 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.2894736842
Running  4184 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.2894736842
Running  4185 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.1578947368
Running  4186 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.1578947368
Running  4187 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.1578947368
Running  4188 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.1578947368
Running  4189 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.0263157895
Running  4190 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.1578947368
Running  4191 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.0263157895
Running  4192 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.1578947368
Running  4193 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.1578947368
Running  4194 Iterations, The Training Error rate is  3.15  and the Test Error rate is  12.7631578947
Running  4195 Iterations, The Training Error rate is  3.2  and the Test Error rate is  12.7631578947
Running  4196 Iterations, The Training Error rate is  3.0  and the Test Error rate is  12.7631578947
Running  4197 Iterations, The Training Error rate is  2.9  and the Test Error rate is  12.7631578947
Running  4198 Iterations, The Training Error rate is  3.05  and the Test Error rate is  12.7631578947
Running  4199 Iterations, The Training Error rate is  2.7  and the Test Error rate is  12.7631578947
Running  4200 Iterations, The Training Error rate is  2.75  and the Test Error rate is  12.6315789474
Running  4201 Iterations, The Training Error rate is  2.75  and the Test Error rate is  12.6315789474
Running  4202 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.0263157895
Running  4203 Iterations, The Training Error rate is  2.8  and the Test Error rate is  12.8947368421
Running  4204 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.2894736842
Running  4205 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.4210526316
Running  4206 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.8157894737
Running  4207 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.9473684211
Running  4208 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.3421052632
Running  4209 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.4736842105
Running  4210 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.6052631579
Running  4211 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.7368421053
Running  4212 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.4736842105
Running  4213 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.6052631579
Running  4214 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.4736842105
Running  4215 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.4736842105
Running  4216 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.3421052632
Running  4217 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.3421052632
Running  4218 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.6052631579
Running  4219 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.3421052632
Running  4220 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.6052631579
Running  4221 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.7368421053
Running  4222 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.7368421053
Running  4223 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.7368421053
Running  4224 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.7368421053
Running  4225 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.6052631579
Running  4226 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.7368421053
Running  4227 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.7368421053
Running  4228 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.0789473684
Running  4229 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.3421052632
Running  4230 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.0789473684
Running  4231 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.6842105263
Running  4232 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.8157894737
Running  4233 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.6842105263
Running  4234 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.6842105263
Running  4235 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.5526315789
Running  4236 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.4210526316
Running  4237 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.1578947368
Running  4238 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.4210526316
Running  4239 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.1578947368
Running  4240 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.1578947368
Running  4241 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.2894736842
Running  4242 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.1578947368
Running  4243 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.5526315789
Running  4244 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.8157894737
Running  4245 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.9473684211
Running  4246 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.8157894737
Running  4247 Iterations, The Training Error rate is  4.0  and the Test Error rate is  14.3421052632
Running  4248 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.2105263158
Running  4249 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.6052631579
Running  4250 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.8684210526
Running  4251 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.8684210526
Running  4252 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.8684210526
Running  4253 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.6052631579
Running  4254 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.4736842105
Running  4255 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.4736842105
Running  4256 Iterations, The Training Error rate is  4.0  and the Test Error rate is  14.7368421053
Running  4257 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.6052631579
Running  4258 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.7368421053
Running  4259 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.7368421053
Running  4260 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.7368421053
Running  4261 Iterations, The Training Error rate is  2.95  and the Test Error rate is  15.0
Running  4262 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.8684210526
Running  4263 Iterations, The Training Error rate is  2.65  and the Test Error rate is  15.0
Running  4264 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.7368421053
Running  4265 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.8684210526
Running  4266 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.6052631579
Running  4267 Iterations, The Training Error rate is  1.95  and the Test Error rate is  14.4736842105
Running  4268 Iterations, The Training Error rate is  1.9  and the Test Error rate is  14.3421052632
Running  4269 Iterations, The Training Error rate is  1.75  and the Test Error rate is  14.2105263158
Running  4270 Iterations, The Training Error rate is  1.8  and the Test Error rate is  13.9473684211
Running  4271 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.2105263158
Running  4272 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.3421052632
Running  4273 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.4736842105
Running  4274 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.6052631579
Running  4275 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.6052631579
Running  4276 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.6052631579
Running  4277 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.6052631579
Running  4278 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.7368421053
Running  4279 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.7368421053
Running  4280 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.8684210526
Running  4281 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.6052631579
Running  4282 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.4736842105
Running  4283 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.4736842105
Running  4284 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.3421052632
Running  4285 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.4736842105
Running  4286 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.6052631579
Running  4287 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.4736842105
Running  4288 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.6052631579
Running  4289 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.7368421053
Running  4290 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.7368421053
Running  4291 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.6052631579
Running  4292 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.7368421053
Running  4293 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.4736842105
Running  4294 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.6052631579
Running  4295 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.6052631579
Running  4296 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.4736842105
Running  4297 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.4736842105
Running  4298 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.2105263158
Running  4299 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.9473684211
Running  4300 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.0789473684
Running  4301 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.2105263158
Running  4302 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.0789473684
Running  4303 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.6052631579
Running  4304 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.4736842105
Running  4305 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.2105263158
Running  4306 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.3421052632
Running  4307 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.4736842105
Running  4308 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.6052631579
Running  4309 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.7368421053
Running  4310 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.6052631579
Running  4311 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.4736842105
Running  4312 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.6052631579
Running  4313 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.3421052632
Running  4314 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.6052631579
Running  4315 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.8684210526
Running  4316 Iterations, The Training Error rate is  2.25  and the Test Error rate is  15.0
Running  4317 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.8684210526
Running  4318 Iterations, The Training Error rate is  2.55  and the Test Error rate is  15.1315789474
Running  4319 Iterations, The Training Error rate is  2.4  and the Test Error rate is  15.0
Running  4320 Iterations, The Training Error rate is  2.3  and the Test Error rate is  15.1315789474
Running  4321 Iterations, The Training Error rate is  2.45  and the Test Error rate is  15.0
Running  4322 Iterations, The Training Error rate is  2.35  and the Test Error rate is  15.1315789474
Running  4323 Iterations, The Training Error rate is  2.4  and the Test Error rate is  15.1315789474
Running  4324 Iterations, The Training Error rate is  2.3  and the Test Error rate is  15.1315789474
Running  4325 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.8684210526
Running  4326 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.7368421053
Running  4327 Iterations, The Training Error rate is  3.25  and the Test Error rate is  15.0
Running  4328 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.8684210526
Running  4329 Iterations, The Training Error rate is  3.2  and the Test Error rate is  15.0
Running  4330 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.8684210526
Running  4331 Iterations, The Training Error rate is  3.5  and the Test Error rate is  15.2631578947
Running  4332 Iterations, The Training Error rate is  3.45  and the Test Error rate is  15.1315789474
Running  4333 Iterations, The Training Error rate is  4.15  and the Test Error rate is  15.1315789474
Running  4334 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.2631578947
Running  4335 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.2631578947
Running  4336 Iterations, The Training Error rate is  4.1  and the Test Error rate is  15.5263157895
Running  4337 Iterations, The Training Error rate is  3.4  and the Test Error rate is  15.3947368421
Running  4338 Iterations, The Training Error rate is  3.4  and the Test Error rate is  15.5263157895
Running  4339 Iterations, The Training Error rate is  3.0  and the Test Error rate is  15.5263157895
Running  4340 Iterations, The Training Error rate is  3.35  and the Test Error rate is  15.3947368421
Running  4341 Iterations, The Training Error rate is  2.95  and the Test Error rate is  15.1315789474
Running  4342 Iterations, The Training Error rate is  3.0  and the Test Error rate is  15.2631578947
Running  4343 Iterations, The Training Error rate is  2.35  and the Test Error rate is  15.0
Running  4344 Iterations, The Training Error rate is  2.2  and the Test Error rate is  15.0
Running  4345 Iterations, The Training Error rate is  2.2  and the Test Error rate is  15.1315789474
Running  4346 Iterations, The Training Error rate is  2.25  and the Test Error rate is  15.0
Running  4347 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.8684210526
Running  4348 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.4736842105
Running  4349 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.3421052632
Running  4350 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.6052631579
Running  4351 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.4736842105
Running  4352 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.2105263158
Running  4353 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.2105263158
Running  4354 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.0789473684
Running  4355 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.8157894737
Running  4356 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.6842105263
Running  4357 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.5526315789
Running  4358 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.9473684211
Running  4359 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.8157894737
Running  4360 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.8157894737
Running  4361 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.6842105263
Running  4362 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.6842105263
Running  4363 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.8157894737
Running  4364 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.5526315789
Running  4365 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.9473684211
Running  4366 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.8157894737
Running  4367 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.8157894737
Running  4368 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.5526315789
Running  4369 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.9473684211
Running  4370 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.9473684211
Running  4371 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.0789473684
Running  4372 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.3421052632
Running  4373 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.2105263158
Running  4374 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.4736842105
Running  4375 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.0789473684
Running  4376 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.0789473684
Running  4377 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.3421052632
Running  4378 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.4736842105
Running  4379 Iterations, The Training Error rate is  2.2  and the Test Error rate is  14.4736842105
Running  4380 Iterations, The Training Error rate is  2.05  and the Test Error rate is  14.4736842105
Running  4381 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.6052631579
Running  4382 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.4736842105
Running  4383 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.7368421053
Running  4384 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.8684210526
Running  4385 Iterations, The Training Error rate is  2.8  and the Test Error rate is  15.0
Running  4386 Iterations, The Training Error rate is  2.8  and the Test Error rate is  15.1315789474
Running  4387 Iterations, The Training Error rate is  2.95  and the Test Error rate is  15.0
Running  4388 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.7368421053
Running  4389 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.6052631579
Running  4390 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.3421052632
Running  4391 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.3421052632
Running  4392 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.2105263158
Running  4393 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.0789473684
Running  4394 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.8157894737
Running  4395 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.8157894737
Running  4396 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.9473684211
Running  4397 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.9473684211
Running  4398 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.0789473684
Running  4399 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.9473684211
Running  4400 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.9473684211
Running  4401 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.8157894737
Running  4402 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.9473684211
Running  4403 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.6842105263
Running  4404 Iterations, The Training Error rate is  1.85  and the Test Error rate is  13.4210526316
Running  4405 Iterations, The Training Error rate is  1.8  and the Test Error rate is  13.6842105263
Running  4406 Iterations, The Training Error rate is  1.7  and the Test Error rate is  13.4210526316
Running  4407 Iterations, The Training Error rate is  1.8  and the Test Error rate is  13.6842105263
Running  4408 Iterations, The Training Error rate is  1.75  and the Test Error rate is  13.5526315789
Running  4409 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.9473684211
Running  4410 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.2105263158
Running  4411 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.0789473684
Running  4412 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.9473684211
Running  4413 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.2105263158
Running  4414 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.2105263158
Running  4415 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.0789473684
Running  4416 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.9473684211
Running  4417 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.9473684211
Running  4418 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.8157894737
Running  4419 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.5526315789
Running  4420 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.1578947368
Running  4421 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.4210526316
Running  4422 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.2894736842
Running  4423 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.2894736842
Running  4424 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.5526315789
Running  4425 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.2894736842
Running  4426 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.5526315789
Running  4427 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.1578947368
Running  4428 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.5526315789
Running  4429 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.2894736842
Running  4430 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.4210526316
Running  4431 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.2894736842
Running  4432 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.2894736842
Running  4433 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.2894736842
Running  4434 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.2894736842
Running  4435 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.4210526316
Running  4436 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.5526315789
Running  4437 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.6842105263
Running  4438 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.2894736842
Running  4439 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.5526315789
Running  4440 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.4210526316
Running  4441 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.5526315789
Running  4442 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.5526315789
Running  4443 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.4210526316
Running  4444 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.1578947368
Running  4445 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.0263157895
Running  4446 Iterations, The Training Error rate is  2.45  and the Test Error rate is  12.7631578947
Running  4447 Iterations, The Training Error rate is  2.6  and the Test Error rate is  12.6315789474
Running  4448 Iterations, The Training Error rate is  2.5  and the Test Error rate is  12.8947368421
Running  4449 Iterations, The Training Error rate is  2.45  and the Test Error rate is  12.7631578947
Running  4450 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.0263157895
Running  4451 Iterations, The Training Error rate is  2.2  and the Test Error rate is  12.7631578947
Running  4452 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.0263157895
Running  4453 Iterations, The Training Error rate is  2.0  and the Test Error rate is  12.8947368421
Running  4454 Iterations, The Training Error rate is  1.75  and the Test Error rate is  13.1578947368
Running  4455 Iterations, The Training Error rate is  1.75  and the Test Error rate is  13.1578947368
Running  4456 Iterations, The Training Error rate is  1.65  and the Test Error rate is  13.2894736842
Running  4457 Iterations, The Training Error rate is  2.15  and the Test Error rate is  13.5526315789
Running  4458 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.6842105263
Running  4459 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.6842105263
Running  4460 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.6842105263
Running  4461 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.6842105263
Running  4462 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.6842105263
Running  4463 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.6842105263
Running  4464 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.6842105263
Running  4465 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.8157894737
Running  4466 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.5526315789
Running  4467 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.2894736842
Running  4468 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.1578947368
Running  4469 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.1578947368
Running  4470 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.4210526316
Running  4471 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.5526315789
Running  4472 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.2894736842
Running  4473 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.4210526316
Running  4474 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.1578947368
Running  4475 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.1578947368
Running  4476 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.1578947368
Running  4477 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.2894736842
Running  4478 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.0263157895
Running  4479 Iterations, The Training Error rate is  3.35  and the Test Error rate is  12.8947368421
Running  4480 Iterations, The Training Error rate is  3.05  and the Test Error rate is  12.7631578947
Running  4481 Iterations, The Training Error rate is  2.7  and the Test Error rate is  12.6315789474
Running  4482 Iterations, The Training Error rate is  2.65  and the Test Error rate is  12.7631578947
Running  4483 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.1578947368
Running  4484 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.4210526316
Running  4485 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.4210526316
Running  4486 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.6842105263
Running  4487 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.5526315789
Running  4488 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.6842105263
Running  4489 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.9473684211
Running  4490 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.6842105263
Running  4491 Iterations, The Training Error rate is  4.2  and the Test Error rate is  14.0789473684
Running  4492 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.0789473684
Running  4493 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.5526315789
Running  4494 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.5526315789
Running  4495 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.5526315789
Running  4496 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.6842105263
Running  4497 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.6842105263
Running  4498 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.6842105263
Running  4499 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.4210526316
Running  4500 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.4210526316
Running  4501 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.4210526316
Running  4502 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.5526315789
Running  4503 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.5526315789
Running  4504 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.6842105263
Running  4505 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.5526315789
Running  4506 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.5526315789
Running  4507 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.6842105263
Running  4508 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.6842105263
Running  4509 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.0789473684
Running  4510 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.3421052632
Running  4511 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.9473684211
Running  4512 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.8157894737
Running  4513 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.9473684211
Running  4514 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.8157894737
Running  4515 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.2105263158
Running  4516 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.9473684211
Running  4517 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.3421052632
Running  4518 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.4736842105
Running  4519 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.0789473684
Running  4520 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.8157894737
Running  4521 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.0789473684
Running  4522 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.9473684211
Running  4523 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.0789473684
Running  4524 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.8157894737
Running  4525 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.4210526316
Running  4526 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.4210526316
Running  4527 Iterations, The Training Error rate is  2.9  and the Test Error rate is  12.8947368421
Running  4528 Iterations, The Training Error rate is  2.85  and the Test Error rate is  12.8947368421
Running  4529 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.0263157895
Running  4530 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.2894736842
Running  4531 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.2894736842
Running  4532 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.2894736842
Running  4533 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.0263157895
Running  4534 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.2894736842
Running  4535 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.5526315789
Running  4536 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.4210526316
Running  4537 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.6842105263
Running  4538 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.4210526316
Running  4539 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.5526315789
Running  4540 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.1578947368
Running  4541 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.1578947368
Running  4542 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.5526315789
Running  4543 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.5526315789
Running  4544 Iterations, The Training Error rate is  1.45  and the Test Error rate is  13.2894736842
Running  4545 Iterations, The Training Error rate is  1.85  and the Test Error rate is  13.5526315789
Running  4546 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.5526315789
Running  4547 Iterations, The Training Error rate is  1.9  and the Test Error rate is  13.4210526316
Running  4548 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.6842105263
Running  4549 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.6842105263
Running  4550 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.6842105263
Running  4551 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.6842105263
Running  4552 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.2894736842
Running  4553 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.6842105263
Running  4554 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.6842105263
Running  4555 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.2894736842
Running  4556 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.5526315789
Running  4557 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.5526315789
Running  4558 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.6842105263
Running  4559 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.5526315789
Running  4560 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.9473684211
Running  4561 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.2105263158
Running  4562 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.3421052632
Running  4563 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.3421052632
Running  4564 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.3421052632
Running  4565 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.6052631579
Running  4566 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.3421052632
Running  4567 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.4736842105
Running  4568 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.0789473684
Running  4569 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.3421052632
Running  4570 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.0789473684
Running  4571 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.5526315789
Running  4572 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.5526315789
Running  4573 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.2894736842
Running  4574 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.2894736842
Running  4575 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.0263157895
Running  4576 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.2894736842
Running  4577 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.0263157895
Running  4578 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.2894736842
Running  4579 Iterations, The Training Error rate is  2.1  and the Test Error rate is  12.8947368421
Running  4580 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.1578947368
Running  4581 Iterations, The Training Error rate is  1.8  and the Test Error rate is  13.2894736842
Running  4582 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.6842105263
Running  4583 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.8157894737
Running  4584 Iterations, The Training Error rate is  1.95  and the Test Error rate is  13.8157894737
Running  4585 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.8157894737
Running  4586 Iterations, The Training Error rate is  2.2  and the Test Error rate is  14.0789473684
Running  4587 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.3421052632
Running  4588 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.4736842105
Running  4589 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.6052631579
Running  4590 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.4736842105
Running  4591 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.3421052632
Running  4592 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.9473684211
Running  4593 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.2105263158
Running  4594 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.2105263158
Running  4595 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.7368421053
Running  4596 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.4736842105
Running  4597 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.2105263158
Running  4598 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.9473684211
Running  4599 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.0789473684
Running  4600 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.8157894737
Running  4601 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.0789473684
Running  4602 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.9473684211
Running  4603 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.6842105263
Running  4604 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.0789473684
Running  4605 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.4210526316
Running  4606 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.4210526316
Running  4607 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.4210526316
Running  4608 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.5526315789
Running  4609 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.2894736842
Running  4610 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.5526315789
Running  4611 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.2894736842
Running  4612 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.5526315789
Running  4613 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.2894736842
Running  4614 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.4210526316
Running  4615 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.5526315789
Running  4616 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.6842105263
Running  4617 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.6842105263
Running  4618 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.6842105263
Running  4619 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.0789473684
Running  4620 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.0789473684
Running  4621 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.0789473684
Running  4622 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.0789473684
Running  4623 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.0789473684
Running  4624 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.6842105263
Running  4625 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.5526315789
Running  4626 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.4210526316
Running  4627 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.4210526316
Running  4628 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.4210526316
Running  4629 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.0263157895
Running  4630 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.0263157895
Running  4631 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.0263157895
Running  4632 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.0263157895
Running  4633 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.4210526316
Running  4634 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.6842105263
Running  4635 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.6842105263
Running  4636 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.4210526316
Running  4637 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.8157894737
Running  4638 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.6842105263
Running  4639 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.6842105263
Running  4640 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.4210526316
Running  4641 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.8157894737
Running  4642 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.6842105263
Running  4643 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.6842105263
Running  4644 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.2894736842
Running  4645 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.6842105263
Running  4646 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.6842105263
Running  4647 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.5526315789
Running  4648 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.4210526316
Running  4649 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.6842105263
Running  4650 Iterations, The Training Error rate is  1.9  and the Test Error rate is  13.6842105263
Running  4651 Iterations, The Training Error rate is  1.8  and the Test Error rate is  13.6842105263
Running  4652 Iterations, The Training Error rate is  1.8  and the Test Error rate is  13.6842105263
Running  4653 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.2894736842
Running  4654 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.2894736842
Running  4655 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.2894736842
Running  4656 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.4210526316
Running  4657 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.1578947368
Running  4658 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.2894736842
Running  4659 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.0263157895
Running  4660 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.1578947368
Running  4661 Iterations, The Training Error rate is  2.35  and the Test Error rate is  12.7631578947
Running  4662 Iterations, The Training Error rate is  2.35  and the Test Error rate is  12.7631578947
Running  4663 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.0263157895
Running  4664 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.2894736842
Running  4665 Iterations, The Training Error rate is  3.0  and the Test Error rate is  12.8947368421
Running  4666 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.0263157895
Running  4667 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.4210526316
Running  4668 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.6842105263
Running  4669 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.8157894737
Running  4670 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.0789473684
Running  4671 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.0789473684
Running  4672 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.3421052632
Running  4673 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.2105263158
Running  4674 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.3421052632
Running  4675 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.3421052632
Running  4676 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.3421052632
Running  4677 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.3421052632
Running  4678 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.3421052632
Running  4679 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.4736842105
Running  4680 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.3421052632
Running  4681 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.6052631579
Running  4682 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.4736842105
Running  4683 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.7368421053
Running  4684 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.4736842105
Running  4685 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.4736842105
Running  4686 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.4736842105
Running  4687 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.0789473684
Running  4688 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.9473684211
Running  4689 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.6842105263
Running  4690 Iterations, The Training Error rate is  1.95  and the Test Error rate is  13.5526315789
Running  4691 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.2894736842
Running  4692 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.2894736842
Running  4693 Iterations, The Training Error rate is  1.85  and the Test Error rate is  12.8947368421
Running  4694 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.0263157895
Running  4695 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.0263157895
Running  4696 Iterations, The Training Error rate is  2.5  and the Test Error rate is  12.7631578947
Running  4697 Iterations, The Training Error rate is  2.5  and the Test Error rate is  12.7631578947
Running  4698 Iterations, The Training Error rate is  2.4  and the Test Error rate is  12.7631578947
Running  4699 Iterations, The Training Error rate is  2.55  and the Test Error rate is  12.7631578947
Running  4700 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.0263157895
Running  4701 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.0263157895
Running  4702 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.1578947368
Running  4703 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.5526315789
Running  4704 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.5526315789
Running  4705 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.9473684211
Running  4706 Iterations, The Training Error rate is  2.1  and the Test Error rate is  14.2105263158
Running  4707 Iterations, The Training Error rate is  2.2  and the Test Error rate is  14.6052631579
Running  4708 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.6052631579
Running  4709 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.8684210526
Running  4710 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.7368421053
Running  4711 Iterations, The Training Error rate is  2.6  and the Test Error rate is  15.1315789474
Running  4712 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.8684210526
Running  4713 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.7368421053
Running  4714 Iterations, The Training Error rate is  3.25  and the Test Error rate is  15.0
Running  4715 Iterations, The Training Error rate is  3.2  and the Test Error rate is  15.0
Running  4716 Iterations, The Training Error rate is  3.25  and the Test Error rate is  15.0
Running  4717 Iterations, The Training Error rate is  3.15  and the Test Error rate is  15.0
Running  4718 Iterations, The Training Error rate is  2.95  and the Test Error rate is  15.0
Running  4719 Iterations, The Training Error rate is  3.35  and the Test Error rate is  15.1315789474
Running  4720 Iterations, The Training Error rate is  3.2  and the Test Error rate is  15.1315789474
Running  4721 Iterations, The Training Error rate is  2.9  and the Test Error rate is  15.1315789474
Running  4722 Iterations, The Training Error rate is  3.0  and the Test Error rate is  15.3947368421
Running  4723 Iterations, The Training Error rate is  3.05  and the Test Error rate is  15.5263157895
Running  4724 Iterations, The Training Error rate is  2.35  and the Test Error rate is  15.1315789474
Running  4725 Iterations, The Training Error rate is  2.2  and the Test Error rate is  15.1315789474
Running  4726 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.8684210526
Running  4727 Iterations, The Training Error rate is  2.2  and the Test Error rate is  14.7368421053
Running  4728 Iterations, The Training Error rate is  2.2  and the Test Error rate is  14.4736842105
Running  4729 Iterations, The Training Error rate is  2.2  and the Test Error rate is  14.6052631579
Running  4730 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.4736842105
Running  4731 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.4736842105
Running  4732 Iterations, The Training Error rate is  2.0  and the Test Error rate is  14.2105263158
Running  4733 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.4736842105
Running  4734 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.6052631579
Running  4735 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.6052631579
Running  4736 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.6052631579
Running  4737 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.8684210526
Running  4738 Iterations, The Training Error rate is  3.2  and the Test Error rate is  15.0
Running  4739 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.7368421053
Running  4740 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.6052631579
Running  4741 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.6052631579
Running  4742 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.4736842105
Running  4743 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.9473684211
Running  4744 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.2105263158
Running  4745 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.9473684211
Running  4746 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.4736842105
Running  4747 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.4736842105
Running  4748 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.3421052632
Running  4749 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.3421052632
Running  4750 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.0
Running  4751 Iterations, The Training Error rate is  4.05  and the Test Error rate is  15.0
Running  4752 Iterations, The Training Error rate is  3.95  and the Test Error rate is  15.1315789474
Running  4753 Iterations, The Training Error rate is  3.9  and the Test Error rate is  15.3947368421
Running  4754 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.8684210526
Running  4755 Iterations, The Training Error rate is  3.7  and the Test Error rate is  15.1315789474
Running  4756 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.6052631579
Running  4757 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.3421052632
Running  4758 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.7368421053
Running  4759 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.7368421053
Running  4760 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.6052631579
Running  4761 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.4736842105
Running  4762 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.6052631579
Running  4763 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.6052631579
Running  4764 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.8684210526
Running  4765 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.8684210526
Running  4766 Iterations, The Training Error rate is  4.0  and the Test Error rate is  15.1315789474
Running  4767 Iterations, The Training Error rate is  4.0  and the Test Error rate is  15.2631578947
Running  4768 Iterations, The Training Error rate is  3.8  and the Test Error rate is  15.1315789474
Running  4769 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.2631578947
Running  4770 Iterations, The Training Error rate is  3.65  and the Test Error rate is  15.0
Running  4771 Iterations, The Training Error rate is  3.45  and the Test Error rate is  15.1315789474
Running  4772 Iterations, The Training Error rate is  3.2  and the Test Error rate is  15.1315789474
Running  4773 Iterations, The Training Error rate is  3.65  and the Test Error rate is  15.1315789474
Running  4774 Iterations, The Training Error rate is  3.55  and the Test Error rate is  15.2631578947
Running  4775 Iterations, The Training Error rate is  3.45  and the Test Error rate is  15.0
Running  4776 Iterations, The Training Error rate is  3.55  and the Test Error rate is  15.0
Running  4777 Iterations, The Training Error rate is  3.85  and the Test Error rate is  15.0
Running  4778 Iterations, The Training Error rate is  3.85  and the Test Error rate is  15.0
Running  4779 Iterations, The Training Error rate is  3.9  and the Test Error rate is  15.0
Running  4780 Iterations, The Training Error rate is  3.85  and the Test Error rate is  15.0
Running  4781 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.7368421053
Running  4782 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.7368421053
Running  4783 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.6052631579
Running  4784 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.3421052632
Running  4785 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.4736842105
Running  4786 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.4736842105
Running  4787 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.3421052632
Running  4788 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.4736842105
Running  4789 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.3421052632
Running  4790 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.2105263158
Running  4791 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.4736842105
Running  4792 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.3421052632
Running  4793 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.4736842105
Running  4794 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.4736842105
Running  4795 Iterations, The Training Error rate is  2.2  and the Test Error rate is  14.6052631579
Running  4796 Iterations, The Training Error rate is  2.1  and the Test Error rate is  14.3421052632
Running  4797 Iterations, The Training Error rate is  1.9  and the Test Error rate is  14.3421052632
Running  4798 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.4736842105
Running  4799 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.6052631579
Running  4800 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.6052631579
Running  4801 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.4736842105
Running  4802 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.3421052632
Running  4803 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.2105263158
Running  4804 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.6052631579
Running  4805 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.4736842105
Running  4806 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.4736842105
Running  4807 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.6052631579
Running  4808 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.0789473684
Running  4809 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.9473684211
Running  4810 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.8157894737
Running  4811 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.6842105263
Running  4812 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.8157894737
Running  4813 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.6842105263
Running  4814 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.4210526316
Running  4815 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.4210526316
Running  4816 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.6842105263
Running  4817 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.4210526316
Running  4818 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.6842105263
Running  4819 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.4210526316
Running  4820 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.5526315789
Running  4821 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.6842105263
Running  4822 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.6842105263
Running  4823 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.8157894737
Running  4824 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.6842105263
Running  4825 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.8157894737
Running  4826 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.6842105263
Running  4827 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.5526315789
Running  4828 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.5526315789
Running  4829 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.6842105263
Running  4830 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.6842105263
Running  4831 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.4210526316
Running  4832 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.5526315789
Running  4833 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.6842105263
Running  4834 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.6842105263
Running  4835 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.6842105263
Running  4836 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.9473684211
Running  4837 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.9473684211
Running  4838 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.0789473684
Running  4839 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.0789473684
Running  4840 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.3421052632
Running  4841 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.4736842105
Running  4842 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.4736842105
Running  4843 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.0789473684
Running  4844 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.0789473684
Running  4845 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.3421052632
Running  4846 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.0789473684
Running  4847 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.0789473684
Running  4848 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.9473684211
Running  4849 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.2105263158
Running  4850 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.9473684211
Running  4851 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.2105263158
Running  4852 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.0789473684
Running  4853 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.3421052632
Running  4854 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.3421052632
Running  4855 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.9473684211
Running  4856 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.8157894737
Running  4857 Iterations, The Training Error rate is  1.95  and the Test Error rate is  14.0789473684
Running  4858 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.9473684211
Running  4859 Iterations, The Training Error rate is  1.95  and the Test Error rate is  13.9473684211
Running  4860 Iterations, The Training Error rate is  1.95  and the Test Error rate is  14.0789473684
Running  4861 Iterations, The Training Error rate is  2.05  and the Test Error rate is  14.0789473684
Running  4862 Iterations, The Training Error rate is  2.05  and the Test Error rate is  14.2105263158
Running  4863 Iterations, The Training Error rate is  1.95  and the Test Error rate is  13.9473684211
Running  4864 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.9473684211
Running  4865 Iterations, The Training Error rate is  1.85  and the Test Error rate is  13.9473684211
Running  4866 Iterations, The Training Error rate is  1.85  and the Test Error rate is  14.0789473684
Running  4867 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.2105263158
Running  4868 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.3421052632
Running  4869 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.9473684211
Running  4870 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.8157894737
Running  4871 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.8157894737
Running  4872 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.6842105263
Running  4873 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.9473684211
Running  4874 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.9473684211
Running  4875 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.0789473684
Running  4876 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.9473684211
Running  4877 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.9473684211
Running  4878 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.6842105263
Running  4879 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.9473684211
Running  4880 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.9473684211
Running  4881 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.8157894737
Running  4882 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.6842105263
Running  4883 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.6842105263
Running  4884 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.5526315789
Running  4885 Iterations, The Training Error rate is  2.15  and the Test Error rate is  13.4210526316
Running  4886 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.5526315789
Running  4887 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.4210526316
Running  4888 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.4210526316
Running  4889 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.5526315789
Running  4890 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.5526315789
Running  4891 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.2894736842
Running  4892 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.2894736842
Running  4893 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.2894736842
Running  4894 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.2894736842
Running  4895 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.4210526316
Running  4896 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.5526315789
Running  4897 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.2894736842
Running  4898 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.5526315789
Running  4899 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.1578947368
Running  4900 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.2894736842
Running  4901 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.8157894737
Running  4902 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.0789473684
Running  4903 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.8157894737
Running  4904 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.0789473684
Running  4905 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.0789473684
Running  4906 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.8157894737
Running  4907 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.0789473684
Running  4908 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.8157894737
Running  4909 Iterations, The Training Error rate is  2.1  and the Test Error rate is  14.0789473684
Running  4910 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.2105263158
Running  4911 Iterations, The Training Error rate is  1.6  and the Test Error rate is  13.9473684211
Running  4912 Iterations, The Training Error rate is  1.5  and the Test Error rate is  14.0789473684
Running  4913 Iterations, The Training Error rate is  1.5  and the Test Error rate is  14.4736842105
Running  4914 Iterations, The Training Error rate is  1.75  and the Test Error rate is  14.6052631579
Running  4915 Iterations, The Training Error rate is  1.7  and the Test Error rate is  14.4736842105
Running  4916 Iterations, The Training Error rate is  1.95  and the Test Error rate is  14.8684210526
Running  4917 Iterations, The Training Error rate is  1.9  and the Test Error rate is  14.8684210526
Running  4918 Iterations, The Training Error rate is  2.0  and the Test Error rate is  15.2631578947
Running  4919 Iterations, The Training Error rate is  2.3  and the Test Error rate is  15.2631578947
Running  4920 Iterations, The Training Error rate is  2.15  and the Test Error rate is  15.2631578947
Running  4921 Iterations, The Training Error rate is  2.35  and the Test Error rate is  15.2631578947
Running  4922 Iterations, The Training Error rate is  2.5  and the Test Error rate is  15.1315789474
Running  4923 Iterations, The Training Error rate is  2.55  and the Test Error rate is  15.1315789474
Running  4924 Iterations, The Training Error rate is  2.5  and the Test Error rate is  15.1315789474
Running  4925 Iterations, The Training Error rate is  2.6  and the Test Error rate is  15.1315789474
Running  4926 Iterations, The Training Error rate is  2.5  and the Test Error rate is  15.0
Running  4927 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.8684210526
Running  4928 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.7368421053
Running  4929 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.8684210526
Running  4930 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.8684210526
Running  4931 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.7368421053
Running  4932 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.7368421053
Running  4933 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.4736842105
Running  4934 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.3421052632
Running  4935 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.2105263158
Running  4936 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.3421052632
Running  4937 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.4736842105
Running  4938 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.3421052632
Running  4939 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.0789473684
Running  4940 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.2105263158
Running  4941 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.4736842105
Running  4942 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.3421052632
Running  4943 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.4736842105
Running  4944 Iterations, The Training Error rate is  4.2  and the Test Error rate is  14.4736842105
Running  4945 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.4736842105
Running  4946 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.7368421053
Running  4947 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.7368421053
Running  4948 Iterations, The Training Error rate is  4.3  and the Test Error rate is  14.7368421053
Running  4949 Iterations, The Training Error rate is  4.75  and the Test Error rate is  15.0
Running  4950 Iterations, The Training Error rate is  4.1  and the Test Error rate is  14.6052631579
Running  4951 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.4736842105
Running  4952 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.3421052632
Running  4953 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.3421052632
Running  4954 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.4736842105
Running  4955 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.4736842105
Running  4956 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.0789473684
Running  4957 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.3421052632
Running  4958 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.2105263158
Running  4959 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.9473684211
Running  4960 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.2105263158
Running  4961 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.2105263158
Running  4962 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.2105263158
Running  4963 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.0789473684
Running  4964 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.0789473684
Running  4965 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.2105263158
Running  4966 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.4736842105
Running  4967 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.2105263158
Running  4968 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.6052631579
Running  4969 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.7368421053
Running  4970 Iterations, The Training Error rate is  2.05  and the Test Error rate is  14.7368421053
Running  4971 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.6052631579
Running  4972 Iterations, The Training Error rate is  1.9  and the Test Error rate is  15.0
Running  4973 Iterations, The Training Error rate is  2.0  and the Test Error rate is  15.0
Running  4974 Iterations, The Training Error rate is  2.5  and the Test Error rate is  15.1315789474
Running  4975 Iterations, The Training Error rate is  2.5  and the Test Error rate is  15.0
Running  4976 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.8684210526
Running  4977 Iterations, The Training Error rate is  2.75  and the Test Error rate is  15.0
Running  4978 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.8684210526
Running  4979 Iterations, The Training Error rate is  2.95  and the Test Error rate is  15.0
Running  4980 Iterations, The Training Error rate is  2.8  and the Test Error rate is  15.0
Running  4981 Iterations, The Training Error rate is  2.85  and the Test Error rate is  15.0
Running  4982 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.8684210526
Running  4983 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.8684210526
Running  4984 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.7368421053
Running  4985 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.7368421053
Running  4986 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.7368421053
Running  4987 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.6052631579
Running  4988 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.7368421053
Running  4989 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.6052631579
Running  4990 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.6052631579
Running  4991 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.7368421053
Running  4992 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.8684210526
Running  4993 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.8684210526
Running  4994 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.7368421053
Running  4995 Iterations, The Training Error rate is  3.65  and the Test Error rate is  15.1315789474
Running  4996 Iterations, The Training Error rate is  3.9  and the Test Error rate is  15.0
Running  4997 Iterations, The Training Error rate is  3.55  and the Test Error rate is  15.0
Running  4998 Iterations, The Training Error rate is  3.45  and the Test Error rate is  15.0
Running  4999 Iterations, The Training Error rate is  3.6  and the Test Error rate is  15.0
Running  5000 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.8684210526
Running  5001 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.7368421053
Running  5002 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.7368421053
Running  5003 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.0
Running  5004 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.1315789474
Running  5005 Iterations, The Training Error rate is  4.15  and the Test Error rate is  14.7368421053
Running  5006 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.7368421053
Running  5007 Iterations, The Training Error rate is  4.1  and the Test Error rate is  14.6052631579
Running  5008 Iterations, The Training Error rate is  4.0  and the Test Error rate is  14.4736842105
Running  5009 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.6052631579
Running  5010 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.7368421053
Running  5011 Iterations, The Training Error rate is  3.9  and the Test Error rate is  15.0
Running  5012 Iterations, The Training Error rate is  4.0  and the Test Error rate is  14.7368421053
Running  5013 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.8684210526
Running  5014 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.7368421053
Running  5015 Iterations, The Training Error rate is  3.4  and the Test Error rate is  15.0
Running  5016 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.8684210526
Running  5017 Iterations, The Training Error rate is  3.0  and the Test Error rate is  15.1315789474
Running  5018 Iterations, The Training Error rate is  3.6  and the Test Error rate is  15.2631578947
Running  5019 Iterations, The Training Error rate is  3.6  and the Test Error rate is  15.2631578947
Running  5020 Iterations, The Training Error rate is  3.4  and the Test Error rate is  15.1315789474
Running  5021 Iterations, The Training Error rate is  3.55  and the Test Error rate is  15.1315789474
Running  5022 Iterations, The Training Error rate is  3.6  and the Test Error rate is  15.2631578947
Running  5023 Iterations, The Training Error rate is  3.25  and the Test Error rate is  15.1315789474
Running  5024 Iterations, The Training Error rate is  3.3  and the Test Error rate is  15.2631578947
Running  5025 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.8684210526
Running  5026 Iterations, The Training Error rate is  3.6  and the Test Error rate is  15.0
Running  5027 Iterations, The Training Error rate is  3.65  and the Test Error rate is  15.0
Running  5028 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.8684210526
Running  5029 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.8684210526
Running  5030 Iterations, The Training Error rate is  3.2  and the Test Error rate is  15.0
Running  5031 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.6052631579
Running  5032 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.3421052632
Running  5033 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.3421052632
Running  5034 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.0789473684
Running  5035 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.4736842105
Running  5036 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.7368421053
Running  5037 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.8684210526
Running  5038 Iterations, The Training Error rate is  4.15  and the Test Error rate is  14.8684210526
Running  5039 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.4736842105
Running  5040 Iterations, The Training Error rate is  4.0  and the Test Error rate is  14.2105263158
Running  5041 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.6052631579
Running  5042 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.7368421053
Running  5043 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.7368421053
Running  5044 Iterations, The Training Error rate is  3.8  and the Test Error rate is  15.0
Running  5045 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.6052631579
Running  5046 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.4736842105
Running  5047 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.3421052632
Running  5048 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.3421052632
Running  5049 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.3421052632
Running  5050 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.3421052632
Running  5051 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.2105263158
Running  5052 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.2105263158
Running  5053 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.0789473684
Running  5054 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.8157894737
Running  5055 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.0789473684
Running  5056 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.8157894737
Running  5057 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.6842105263
Running  5058 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.5526315789
Running  5059 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.8157894737
Running  5060 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.8157894737
Running  5061 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.8157894737
Running  5062 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.9473684211
Running  5063 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.6842105263
Running  5064 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.6842105263
Running  5065 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.8157894737
Running  5066 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.9473684211
Running  5067 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.6842105263
Running  5068 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.6842105263
Running  5069 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.9473684211
Running  5070 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.8157894737
Running  5071 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.6842105263
Running  5072 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.6842105263
Running  5073 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.0789473684
Running  5074 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.0789473684
Running  5075 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.9473684211
Running  5076 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.9473684211
Running  5077 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.3421052632
Running  5078 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.4736842105
Running  5079 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.2105263158
Running  5080 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.6052631579
Running  5081 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.7368421053
Running  5082 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.6052631579
Running  5083 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.4736842105
Running  5084 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.7368421053
Running  5085 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.7368421053
Running  5086 Iterations, The Training Error rate is  1.9  and the Test Error rate is  14.8684210526
Running  5087 Iterations, The Training Error rate is  1.9  and the Test Error rate is  14.7368421053
Running  5088 Iterations, The Training Error rate is  2.05  and the Test Error rate is  14.8684210526
Running  5089 Iterations, The Training Error rate is  2.1  and the Test Error rate is  14.8684210526
Running  5090 Iterations, The Training Error rate is  1.95  and the Test Error rate is  14.8684210526
Running  5091 Iterations, The Training Error rate is  1.9  and the Test Error rate is  14.8684210526
Running  5092 Iterations, The Training Error rate is  1.8  and the Test Error rate is  15.1315789474
Running  5093 Iterations, The Training Error rate is  1.8  and the Test Error rate is  15.1315789474
Running  5094 Iterations, The Training Error rate is  1.9  and the Test Error rate is  15.1315789474
Running  5095 Iterations, The Training Error rate is  1.95  and the Test Error rate is  15.2631578947
Running  5096 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.8684210526
Running  5097 Iterations, The Training Error rate is  2.2  and the Test Error rate is  14.8684210526
Running  5098 Iterations, The Training Error rate is  2.05  and the Test Error rate is  14.8684210526
Running  5099 Iterations, The Training Error rate is  1.9  and the Test Error rate is  14.8684210526
Running  5100 Iterations, The Training Error rate is  2.45  and the Test Error rate is  15.0
Running  5101 Iterations, The Training Error rate is  2.75  and the Test Error rate is  15.1315789474
Running  5102 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.8684210526
Running  5103 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.8684210526
Running  5104 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.8684210526
Running  5105 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.7368421053
Running  5106 Iterations, The Training Error rate is  3.15  and the Test Error rate is  15.0
Running  5107 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.8684210526
Running  5108 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.6052631579
Running  5109 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.7368421053
Running  5110 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.6052631579
Running  5111 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.3421052632
Running  5112 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.6052631579
Running  5113 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.4736842105
Running  5114 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.2105263158
Running  5115 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.6052631579
Running  5116 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.7368421053
Running  5117 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.7368421053
Running  5118 Iterations, The Training Error rate is  3.25  and the Test Error rate is  15.0
Running  5119 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.8684210526
Running  5120 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.8684210526
Running  5121 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.8684210526
Running  5122 Iterations, The Training Error rate is  3.1  and the Test Error rate is  15.0
Running  5123 Iterations, The Training Error rate is  3.25  and the Test Error rate is  15.2631578947
Running  5124 Iterations, The Training Error rate is  3.3  and the Test Error rate is  15.1315789474
Running  5125 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.7368421053
Running  5126 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.3421052632
Running  5127 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.2105263158
Running  5128 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.9473684211
Running  5129 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.6842105263
Running  5130 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.5526315789
Running  5131 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.8157894737
Running  5132 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.2894736842
Running  5133 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.1578947368
Running  5134 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.5526315789
Running  5135 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.4210526316
Running  5136 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.8157894737
Running  5137 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.9473684211
Running  5138 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.2105263158
Running  5139 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.4736842105
Running  5140 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.2105263158
Running  5141 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.9473684211
Running  5142 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.9473684211
Running  5143 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.8157894737
Running  5144 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.4210526316
Running  5145 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.4210526316
Running  5146 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.4210526316
Running  5147 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.2894736842
Running  5148 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.2894736842
Running  5149 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.1578947368
Running  5150 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.5526315789
Running  5151 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.4210526316
Running  5152 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.8157894737
Running  5153 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.6842105263
Running  5154 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.9473684211
Running  5155 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.2105263158
Running  5156 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.0789473684
Running  5157 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.3421052632
Running  5158 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.3421052632
Running  5159 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.4736842105
Running  5160 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.3421052632
Running  5161 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.6052631579
Running  5162 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.4736842105
Running  5163 Iterations, The Training Error rate is  3.0  and the Test Error rate is  15.0
Running  5164 Iterations, The Training Error rate is  3.35  and the Test Error rate is  15.0
Running  5165 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.7368421053
Running  5166 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.8684210526
Running  5167 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.8684210526
Running  5168 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.7368421053
Running  5169 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.7368421053
Running  5170 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.7368421053
Running  5171 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.6052631579
Running  5172 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.6052631579
Running  5173 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.2105263158
Running  5174 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.3421052632
Running  5175 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.3421052632
Running  5176 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.2105263158
Running  5177 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.9473684211
Running  5178 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.0789473684
Running  5179 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.0789473684
Running  5180 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.2105263158
Running  5181 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.3421052632
Running  5182 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.3421052632
Running  5183 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.3421052632
Running  5184 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.3421052632
Running  5185 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.3421052632
Running  5186 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.3421052632
Running  5187 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.7368421053
Running  5188 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.7368421053
Running  5189 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.6052631579
Running  5190 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.4736842105
Running  5191 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.2105263158
Running  5192 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.0789473684
Running  5193 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.0789473684
Running  5194 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.0789473684
Running  5195 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.0789473684
Running  5196 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.2105263158
Running  5197 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.9473684211
Running  5198 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.6842105263
Running  5199 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.8157894737
Running  5200 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.6842105263
Running  5201 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.6842105263
Running  5202 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.5526315789
Running  5203 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.6842105263
Running  5204 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.4210526316
Running  5205 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.2894736842
Running  5206 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.0263157895
Running  5207 Iterations, The Training Error rate is  3.2  and the Test Error rate is  12.8947368421
Running  5208 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.0263157895
Running  5209 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.1578947368
Running  5210 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.1578947368
Running  5211 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.2894736842
Running  5212 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.4210526316
Running  5213 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.4210526316
Running  5214 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.4210526316
Running  5215 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.5526315789
Running  5216 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.5526315789
Running  5217 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.8157894737
Running  5218 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.6842105263
Running  5219 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.4210526316
Running  5220 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.8157894737
Running  5221 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.9473684211
Running  5222 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.8157894737
Running  5223 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.9473684211
Running  5224 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.9473684211
Running  5225 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.9473684211
Running  5226 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.8157894737
Running  5227 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.8157894737
Running  5228 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.8157894737
Running  5229 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.8157894737
Running  5230 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.4210526316
Running  5231 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.2894736842
Running  5232 Iterations, The Training Error rate is  1.9  and the Test Error rate is  13.5526315789
Running  5233 Iterations, The Training Error rate is  1.7  and the Test Error rate is  13.2894736842
Running  5234 Iterations, The Training Error rate is  1.8  and the Test Error rate is  13.4210526316
Running  5235 Iterations, The Training Error rate is  1.7  and the Test Error rate is  13.4210526316
Running  5236 Iterations, The Training Error rate is  1.75  and the Test Error rate is  13.6842105263
Running  5237 Iterations, The Training Error rate is  1.5  and the Test Error rate is  13.5526315789
Running  5238 Iterations, The Training Error rate is  1.55  and the Test Error rate is  13.5526315789
Running  5239 Iterations, The Training Error rate is  1.65  and the Test Error rate is  13.5526315789
Running  5240 Iterations, The Training Error rate is  1.85  and the Test Error rate is  13.6842105263
Running  5241 Iterations, The Training Error rate is  1.95  and the Test Error rate is  13.6842105263
Running  5242 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.6842105263
Running  5243 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.6842105263
Running  5244 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.4210526316
Running  5245 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.5526315789
Running  5246 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.2894736842
Running  5247 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.2894736842
Running  5248 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.5526315789
Running  5249 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.5526315789
Running  5250 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.2894736842
Running  5251 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.4210526316
Running  5252 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.1578947368
Running  5253 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.2894736842
Running  5254 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.2894736842
Running  5255 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.0263157895
Running  5256 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.2894736842
Running  5257 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.2894736842
Running  5258 Iterations, The Training Error rate is  1.65  and the Test Error rate is  13.0263157895
Running  5259 Iterations, The Training Error rate is  1.55  and the Test Error rate is  12.8947368421
Running  5260 Iterations, The Training Error rate is  1.65  and the Test Error rate is  13.1578947368
Running  5261 Iterations, The Training Error rate is  1.55  and the Test Error rate is  12.8947368421
Running  5262 Iterations, The Training Error rate is  1.55  and the Test Error rate is  13.1578947368
Running  5263 Iterations, The Training Error rate is  1.45  and the Test Error rate is  12.8947368421
Running  5264 Iterations, The Training Error rate is  1.6  and the Test Error rate is  13.1578947368
Running  5265 Iterations, The Training Error rate is  1.55  and the Test Error rate is  13.1578947368
Running  5266 Iterations, The Training Error rate is  1.65  and the Test Error rate is  13.1578947368
Running  5267 Iterations, The Training Error rate is  1.5  and the Test Error rate is  13.0263157895
Running  5268 Iterations, The Training Error rate is  1.6  and the Test Error rate is  13.1578947368
Running  5269 Iterations, The Training Error rate is  1.65  and the Test Error rate is  13.1578947368
Running  5270 Iterations, The Training Error rate is  1.5  and the Test Error rate is  13.0263157895
Running  5271 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.2894736842
Running  5272 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.4210526316
Running  5273 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.4210526316
Running  5274 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.4210526316
Running  5275 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.9473684211
Running  5276 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.0789473684
Running  5277 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.2105263158
Running  5278 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.3421052632
Running  5279 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.3421052632
Running  5280 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.4736842105
Running  5281 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.3421052632
Running  5282 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.2105263158
Running  5283 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.3421052632
Running  5284 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.2105263158
Running  5285 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.0789473684
Running  5286 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.9473684211
Running  5287 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.9473684211
Running  5288 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.8157894737
Running  5289 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.9473684211
Running  5290 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.0789473684
Running  5291 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.0789473684
Running  5292 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.0789473684
Running  5293 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.0789473684
Running  5294 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.0789473684
Running  5295 Iterations, The Training Error rate is  1.9  and the Test Error rate is  13.8157894737
Running  5296 Iterations, The Training Error rate is  1.85  and the Test Error rate is  13.6842105263
Running  5297 Iterations, The Training Error rate is  1.85  and the Test Error rate is  13.6842105263
Running  5298 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.8157894737
Running  5299 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.8157894737
Running  5300 Iterations, The Training Error rate is  1.95  and the Test Error rate is  13.6842105263
Running  5301 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.6842105263
Running  5302 Iterations, The Training Error rate is  1.95  and the Test Error rate is  13.6842105263
Running  5303 Iterations, The Training Error rate is  1.95  and the Test Error rate is  13.6842105263
Running  5304 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.0789473684
Running  5305 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.0789473684
Running  5306 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.2105263158
Running  5307 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.2105263158
Running  5308 Iterations, The Training Error rate is  1.8  and the Test Error rate is  13.9473684211
Running  5309 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.4736842105
Running  5310 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.4736842105
Running  5311 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.4736842105
Running  5312 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.4736842105
Running  5313 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.4736842105
Running  5314 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.4736842105
Running  5315 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.4736842105
Running  5316 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.2105263158
Running  5317 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.0789473684
Running  5318 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.3421052632
Running  5319 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.9473684211
Running  5320 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.6842105263
Running  5321 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.6842105263
Running  5322 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.8157894737
Running  5323 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.6842105263
Running  5324 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.4210526316
Running  5325 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.2894736842
Running  5326 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.5526315789
Running  5327 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.8157894737
Running  5328 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.5526315789
Running  5329 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.5526315789
Running  5330 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.6842105263
Running  5331 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.8157894737
Running  5332 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.6842105263
Running  5333 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.0789473684
Running  5334 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.0789473684
Running  5335 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.2105263158
Running  5336 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.0789473684
Running  5337 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.0789473684
Running  5338 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.0789473684
Running  5339 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.3421052632
Running  5340 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.4736842105
Running  5341 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.2105263158
Running  5342 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.0789473684
Running  5343 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.9473684211
Running  5344 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.8157894737
Running  5345 Iterations, The Training Error rate is  2.1  and the Test Error rate is  14.0789473684
Running  5346 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.0789473684
Running  5347 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.2105263158
Running  5348 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.3421052632
Running  5349 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.2105263158
Running  5350 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.2105263158
Running  5351 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.6052631579
Running  5352 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.8684210526
Running  5353 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.7368421053
Running  5354 Iterations, The Training Error rate is  3.05  and the Test Error rate is  15.0
Running  5355 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.6052631579
Running  5356 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.7368421053
Running  5357 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.3421052632
Running  5358 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.2105263158
Running  5359 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.0789473684
Running  5360 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.9473684211
Running  5361 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.9473684211
Running  5362 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.6842105263
Running  5363 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.5526315789
Running  5364 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.4210526316
Running  5365 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.4210526316
Running  5366 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.2894736842
Running  5367 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.9473684211
Running  5368 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.0789473684
Running  5369 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.2105263158
Running  5370 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.2105263158
Running  5371 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.3421052632
Running  5372 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.6052631579
Running  5373 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.6052631579
Running  5374 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.6052631579
Running  5375 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.8684210526
Running  5376 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.8684210526
Running  5377 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.3421052632
Running  5378 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.6052631579
Running  5379 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.6052631579
Running  5380 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.6052631579
Running  5381 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.4736842105
Running  5382 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.3421052632
Running  5383 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.7368421053
Running  5384 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.6052631579
Running  5385 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.7368421053
Running  5386 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.7368421053
Running  5387 Iterations, The Training Error rate is  4.0  and the Test Error rate is  15.1315789474
Running  5388 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.7368421053
Running  5389 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.7368421053
Running  5390 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.7368421053
Running  5391 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.6052631579
Running  5392 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.4736842105
Running  5393 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.4736842105
Running  5394 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.7368421053
Running  5395 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.3421052632
Running  5396 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.3421052632
Running  5397 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.2105263158
Running  5398 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.2105263158
Running  5399 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.0789473684
Running  5400 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.0789473684
Running  5401 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.0789473684
Running  5402 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.0789473684
Running  5403 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.2105263158
Running  5404 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.0789473684
Running  5405 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.3421052632
Running  5406 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.4736842105
Running  5407 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.4736842105
Running  5408 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.6052631579
Running  5409 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.7368421053
Running  5410 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.8684210526
Running  5411 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.8684210526
Running  5412 Iterations, The Training Error rate is  3.7  and the Test Error rate is  15.1315789474
Running  5413 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.8684210526
Running  5414 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.8684210526
Running  5415 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.8684210526
Running  5416 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.7368421053
Running  5417 Iterations, The Training Error rate is  2.2  and the Test Error rate is  14.6052631579
Running  5418 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.6052631579
Running  5419 Iterations, The Training Error rate is  1.9  and the Test Error rate is  14.4736842105
Running  5420 Iterations, The Training Error rate is  1.95  and the Test Error rate is  14.4736842105
Running  5421 Iterations, The Training Error rate is  1.9  and the Test Error rate is  14.4736842105
Running  5422 Iterations, The Training Error rate is  1.75  and the Test Error rate is  14.3421052632
Running  5423 Iterations, The Training Error rate is  1.75  and the Test Error rate is  14.3421052632
Running  5424 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.7368421053
Running  5425 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.7368421053
Running  5426 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.7368421053
Running  5427 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.7368421053
Running  5428 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.8684210526
Running  5429 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.8684210526
Running  5430 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.7368421053
Running  5431 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.7368421053
Running  5432 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.4736842105
Running  5433 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.2105263158
Running  5434 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.0789473684
Running  5435 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.8157894737
Running  5436 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.9473684211
Running  5437 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.0789473684
Running  5438 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.9473684211
Running  5439 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.8157894737
Running  5440 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.9473684211
Running  5441 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.6842105263
Running  5442 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.8157894737
Running  5443 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.3421052632
Running  5444 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.2105263158
Running  5445 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.3421052632
Running  5446 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.3421052632
Running  5447 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.0789473684
Running  5448 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.9473684211
Running  5449 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.2105263158
Running  5450 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.2105263158
Running  5451 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.3421052632
Running  5452 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.3421052632
Running  5453 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.9473684211
Running  5454 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.8157894737
Running  5455 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.8157894737
Running  5456 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.6842105263
Running  5457 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.6842105263
Running  5458 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.8157894737
Running  5459 Iterations, The Training Error rate is  1.8  and the Test Error rate is  13.5526315789
Running  5460 Iterations, The Training Error rate is  1.65  and the Test Error rate is  13.5526315789
Running  5461 Iterations, The Training Error rate is  1.8  and the Test Error rate is  13.8157894737
Running  5462 Iterations, The Training Error rate is  1.8  and the Test Error rate is  14.0789473684
Running  5463 Iterations, The Training Error rate is  1.7  and the Test Error rate is  14.0789473684
Running  5464 Iterations, The Training Error rate is  1.55  and the Test Error rate is  14.0789473684
Running  5465 Iterations, The Training Error rate is  1.65  and the Test Error rate is  14.2105263158
Running  5466 Iterations, The Training Error rate is  1.8  and the Test Error rate is  14.2105263158
Running  5467 Iterations, The Training Error rate is  1.75  and the Test Error rate is  14.3421052632
Running  5468 Iterations, The Training Error rate is  1.65  and the Test Error rate is  14.2105263158
Running  5469 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.4736842105
Running  5470 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.4736842105
Running  5471 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.4736842105
Running  5472 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.2105263158
Running  5473 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.4736842105
Running  5474 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.3421052632
Running  5475 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.4736842105
Running  5476 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.4736842105
Running  5477 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.6052631579
Running  5478 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.6052631579
Running  5479 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.8684210526
Running  5480 Iterations, The Training Error rate is  2.3  and the Test Error rate is  15.0
Running  5481 Iterations, The Training Error rate is  2.05  and the Test Error rate is  15.0
Running  5482 Iterations, The Training Error rate is  2.45  and the Test Error rate is  15.2631578947
Running  5483 Iterations, The Training Error rate is  2.5  and the Test Error rate is  15.1315789474
Running  5484 Iterations, The Training Error rate is  2.55  and the Test Error rate is  15.1315789474
Running  5485 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.8684210526
Running  5486 Iterations, The Training Error rate is  2.9  and the Test Error rate is  15.1315789474
Running  5487 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.8684210526
Running  5488 Iterations, The Training Error rate is  3.45  and the Test Error rate is  15.1315789474
Running  5489 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.7368421053
Running  5490 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.4736842105
Running  5491 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.3421052632
Running  5492 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.9473684211
Running  5493 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.9473684211
Running  5494 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.9473684211
Running  5495 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.0789473684
Running  5496 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.6842105263
Running  5497 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.8157894737
Running  5498 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.0789473684
Running  5499 Iterations, The Training Error rate is  2.2  and the Test Error rate is  14.0789473684
Running  5500 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.0789473684
Running  5501 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.0789473684
Running  5502 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.0789473684
Running  5503 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.0789473684
Running  5504 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.9473684211
Running  5505 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.9473684211
Running  5506 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.9473684211
Running  5507 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.0789473684
Running  5508 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.5526315789
Running  5509 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.6842105263
Running  5510 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.5526315789
Running  5511 Iterations, The Training Error rate is  1.95  and the Test Error rate is  13.6842105263
Running  5512 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.0789473684
Running  5513 Iterations, The Training Error rate is  2.0  and the Test Error rate is  14.2105263158
Running  5514 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.6052631579
Running  5515 Iterations, The Training Error rate is  2.1  and the Test Error rate is  14.6052631579
Running  5516 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.6052631579
Running  5517 Iterations, The Training Error rate is  1.65  and the Test Error rate is  14.3421052632
Running  5518 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.7368421053
Running  5519 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.8684210526
Running  5520 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.8684210526
Running  5521 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.8684210526
Running  5522 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.4736842105
Running  5523 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.4736842105
Running  5524 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.2105263158
Running  5525 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.2105263158
Running  5526 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.6052631579
Running  5527 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.7368421053
Running  5528 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.7368421053
Running  5529 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.6052631579
Running  5530 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.8684210526
Running  5531 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.8684210526
Running  5532 Iterations, The Training Error rate is  3.65  and the Test Error rate is  15.1315789474
Running  5533 Iterations, The Training Error rate is  3.55  and the Test Error rate is  15.1315789474
Running  5534 Iterations, The Training Error rate is  3.2  and the Test Error rate is  15.1315789474
Running  5535 Iterations, The Training Error rate is  2.95  and the Test Error rate is  15.1315789474
Running  5536 Iterations, The Training Error rate is  2.85  and the Test Error rate is  15.1315789474
Running  5537 Iterations, The Training Error rate is  2.85  and the Test Error rate is  15.1315789474
Running  5538 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.6052631579
Running  5539 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.6052631579
Running  5540 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.4736842105
Running  5541 Iterations, The Training Error rate is  2.0  and the Test Error rate is  14.3421052632
Running  5542 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.4736842105
Running  5543 Iterations, The Training Error rate is  2.05  and the Test Error rate is  14.2105263158
Running  5544 Iterations, The Training Error rate is  2.0  and the Test Error rate is  14.4736842105
Running  5545 Iterations, The Training Error rate is  2.2  and the Test Error rate is  14.4736842105
Running  5546 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.3421052632
Running  5547 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.4736842105
Running  5548 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.7368421053
Running  5549 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.7368421053
Running  5550 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.8684210526
Running  5551 Iterations, The Training Error rate is  3.1  and the Test Error rate is  15.1315789474
Running  5552 Iterations, The Training Error rate is  3.1  and the Test Error rate is  15.1315789474
Running  5553 Iterations, The Training Error rate is  3.35  and the Test Error rate is  15.1315789474
Running  5554 Iterations, The Training Error rate is  3.5  and the Test Error rate is  15.1315789474
Running  5555 Iterations, The Training Error rate is  3.3  and the Test Error rate is  15.0
Running  5556 Iterations, The Training Error rate is  3.35  and the Test Error rate is  15.1315789474
Running  5557 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.8684210526
Running  5558 Iterations, The Training Error rate is  3.5  and the Test Error rate is  15.2631578947
Running  5559 Iterations, The Training Error rate is  3.3  and the Test Error rate is  15.2631578947
Running  5560 Iterations, The Training Error rate is  3.5  and the Test Error rate is  15.1315789474
Running  5561 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.8684210526
Running  5562 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.8684210526
Running  5563 Iterations, The Training Error rate is  3.25  and the Test Error rate is  15.1315789474
Running  5564 Iterations, The Training Error rate is  3.65  and the Test Error rate is  15.3947368421
Running  5565 Iterations, The Training Error rate is  3.85  and the Test Error rate is  15.5263157895
Running  5566 Iterations, The Training Error rate is  3.65  and the Test Error rate is  15.2631578947
Running  5567 Iterations, The Training Error rate is  3.75  and the Test Error rate is  15.5263157895
Running  5568 Iterations, The Training Error rate is  3.5  and the Test Error rate is  15.0
Running  5569 Iterations, The Training Error rate is  3.25  and the Test Error rate is  15.0
Running  5570 Iterations, The Training Error rate is  3.2  and the Test Error rate is  15.0
Running  5571 Iterations, The Training Error rate is  3.1  and the Test Error rate is  15.0
Running  5572 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.6052631579
Running  5573 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.2105263158
Running  5574 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.9473684211
Running  5575 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.8157894737
Running  5576 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.0789473684
Running  5577 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.8157894737
Running  5578 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.2105263158
Running  5579 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.0789473684
Running  5580 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.3421052632
Running  5581 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.2105263158
Running  5582 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.4736842105
Running  5583 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.8684210526
Running  5584 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.6052631579
Running  5585 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.8684210526
Running  5586 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.6052631579
Running  5587 Iterations, The Training Error rate is  3.65  and the Test Error rate is  15.0
Running  5588 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.7368421053
Running  5589 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.6052631579
Running  5590 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.4736842105
Running  5591 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.3421052632
Running  5592 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.2105263158
Running  5593 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.0789473684
Running  5594 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.0789473684
Running  5595 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.0789473684
Running  5596 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.0789473684
Running  5597 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.0789473684
Running  5598 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.2105263158
Running  5599 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.0789473684
Running  5600 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.0789473684
Running  5601 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.0789473684
Running  5602 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.3421052632
Running  5603 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.0789473684
Running  5604 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.2105263158
Running  5605 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.2105263158
Running  5606 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.3421052632
Running  5607 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.3421052632
Running  5608 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.3421052632
Running  5609 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.6052631579
Running  5610 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.6052631579
Running  5611 Iterations, The Training Error rate is  3.65  and the Test Error rate is  15.0
Running  5612 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.8684210526
Running  5613 Iterations, The Training Error rate is  3.75  and the Test Error rate is  15.2631578947
Running  5614 Iterations, The Training Error rate is  3.85  and the Test Error rate is  15.1315789474
Running  5615 Iterations, The Training Error rate is  3.9  and the Test Error rate is  15.0
Running  5616 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.8684210526
Running  5617 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.6052631579
Running  5618 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.3421052632
Running  5619 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.6052631579
Running  5620 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.6052631579
Running  5621 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.2105263158
Running  5622 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.2105263158
Running  5623 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.9473684211
Running  5624 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.0789473684
Running  5625 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.9473684211
Running  5626 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.8157894737
Running  5627 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.5526315789
Running  5628 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.6842105263
Running  5629 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.2894736842
Running  5630 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.4210526316
Running  5631 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.6842105263
Running  5632 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.8157894737
Running  5633 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.9473684211
Running  5634 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.0789473684
Running  5635 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.3421052632
Running  5636 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.3421052632
Running  5637 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.6052631579
Running  5638 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.7368421053
Running  5639 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.7368421053
Running  5640 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.7368421053
Running  5641 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.6052631579
Running  5642 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.4736842105
Running  5643 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.6052631579
Running  5644 Iterations, The Training Error rate is  1.95  and the Test Error rate is  14.4736842105
Running  5645 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.4736842105
Running  5646 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.8684210526
Running  5647 Iterations, The Training Error rate is  2.65  and the Test Error rate is  15.0
Running  5648 Iterations, The Training Error rate is  3.0  and the Test Error rate is  15.0
Running  5649 Iterations, The Training Error rate is  3.0  and the Test Error rate is  15.1315789474
Running  5650 Iterations, The Training Error rate is  3.05  and the Test Error rate is  15.0
Running  5651 Iterations, The Training Error rate is  3.1  and the Test Error rate is  15.2631578947
Running  5652 Iterations, The Training Error rate is  3.25  and the Test Error rate is  15.2631578947
Running  5653 Iterations, The Training Error rate is  3.2  and the Test Error rate is  15.0
Running  5654 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.8684210526
Running  5655 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.4736842105
Running  5656 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.3421052632
Running  5657 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.9473684211
Running  5658 Iterations, The Training Error rate is  1.9  and the Test Error rate is  13.6842105263
Running  5659 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.8157894737
Running  5660 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.9473684211
Running  5661 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.6842105263
Running  5662 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.6842105263
Running  5663 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.9473684211
Running  5664 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.0789473684
Running  5665 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.2105263158
Running  5666 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.0789473684
Running  5667 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.3421052632
Running  5668 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.2105263158
Running  5669 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.8157894737
Running  5670 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.5526315789
Running  5671 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.6842105263
Running  5672 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.5526315789
Running  5673 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.5526315789
Running  5674 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.2894736842
Running  5675 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.4210526316
Running  5676 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.6842105263
Running  5677 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.5526315789
Running  5678 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.9473684211
Running  5679 Iterations, The Training Error rate is  1.95  and the Test Error rate is  14.0789473684
Running  5680 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.4736842105
Running  5681 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.6052631579
Running  5682 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.4736842105
Running  5683 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.4736842105
Running  5684 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.6052631579
Running  5685 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.6052631579
Running  5686 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.6052631579
Running  5687 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.6052631579
Running  5688 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.7368421053
Running  5689 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.8684210526
Running  5690 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.3421052632
Running  5691 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.2105263158
Running  5692 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.2105263158
Running  5693 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.0789473684
Running  5694 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.3421052632
Running  5695 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.3421052632
Running  5696 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.3421052632
Running  5697 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.4736842105
Running  5698 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.3421052632
Running  5699 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.3421052632
Running  5700 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.8684210526
Running  5701 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.8684210526
Running  5702 Iterations, The Training Error rate is  2.9  and the Test Error rate is  15.0
Running  5703 Iterations, The Training Error rate is  2.75  and the Test Error rate is  15.0
Running  5704 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.7368421053
Running  5705 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.8684210526
Running  5706 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.6052631579
Running  5707 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.6052631579
Running  5708 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.3421052632
Running  5709 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.2105263158
Running  5710 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.0789473684
Running  5711 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.0789473684
Running  5712 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.3421052632
Running  5713 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.2105263158
Running  5714 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.3421052632
Running  5715 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.3421052632
Running  5716 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.6052631579
Running  5717 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.4736842105
Running  5718 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.7368421053
Running  5719 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.7368421053
Running  5720 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.6052631579
Running  5721 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.4736842105
Running  5722 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.2105263158
Running  5723 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.3421052632
Running  5724 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.2105263158
Running  5725 Iterations, The Training Error rate is  2.2  and the Test Error rate is  14.0789473684
Running  5726 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.8157894737
Running  5727 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.2105263158
Running  5728 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.0789473684
Running  5729 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.0789473684
Running  5730 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.0789473684
Running  5731 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.0789473684
Running  5732 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.2105263158
Running  5733 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.6052631579
Running  5734 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.8684210526
Running  5735 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.7368421053
Running  5736 Iterations, The Training Error rate is  3.45  and the Test Error rate is  15.0
Running  5737 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.6052631579
Running  5738 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.6052631579
Running  5739 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.6052631579
Running  5740 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.6052631579
Running  5741 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.8684210526
Running  5742 Iterations, The Training Error rate is  2.9  and the Test Error rate is  15.0
Running  5743 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.3421052632
Running  5744 Iterations, The Training Error rate is  2.05  and the Test Error rate is  14.2105263158
Running  5745 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.6052631579
Running  5746 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.6052631579
Running  5747 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.4736842105
Running  5748 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.6052631579
Running  5749 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.4736842105
Running  5750 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.4736842105
Running  5751 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.4736842105
Running  5752 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.3421052632
Running  5753 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.7368421053
Running  5754 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.8684210526
Running  5755 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.3421052632
Running  5756 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.0789473684
Running  5757 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.3421052632
Running  5758 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.0789473684
Running  5759 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.3421052632
Running  5760 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.3421052632
Running  5761 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.9473684211
Running  5762 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.8157894737
Running  5763 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.6842105263
Running  5764 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.4210526316
Running  5765 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.6842105263
Running  5766 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.6842105263
Running  5767 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.6842105263
Running  5768 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.5526315789
Running  5769 Iterations, The Training Error rate is  1.9  and the Test Error rate is  13.6842105263
Running  5770 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.5526315789
Running  5771 Iterations, The Training Error rate is  1.95  and the Test Error rate is  13.8157894737
Running  5772 Iterations, The Training Error rate is  1.85  and the Test Error rate is  13.8157894737
Running  5773 Iterations, The Training Error rate is  1.85  and the Test Error rate is  13.9473684211
Running  5774 Iterations, The Training Error rate is  1.9  and the Test Error rate is  13.9473684211
Running  5775 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.2105263158
Running  5776 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.3421052632
Running  5777 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.0789473684
Running  5778 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.3421052632
Running  5779 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.9473684211
Running  5780 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.9473684211
Running  5781 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.9473684211
Running  5782 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.9473684211
Running  5783 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.8157894737
Running  5784 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.8157894737
Running  5785 Iterations, The Training Error rate is  2.15  and the Test Error rate is  13.5526315789
Running  5786 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.4210526316
Running  5787 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.8157894737
Running  5788 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.6842105263
Running  5789 Iterations, The Training Error rate is  1.9  and the Test Error rate is  14.0789473684
Running  5790 Iterations, The Training Error rate is  1.65  and the Test Error rate is  14.0789473684
Running  5791 Iterations, The Training Error rate is  1.5  and the Test Error rate is  14.0789473684
Running  5792 Iterations, The Training Error rate is  1.7  and the Test Error rate is  14.0789473684
Running  5793 Iterations, The Training Error rate is  1.85  and the Test Error rate is  14.0789473684
Running  5794 Iterations, The Training Error rate is  2.0  and the Test Error rate is  14.0789473684
Running  5795 Iterations, The Training Error rate is  1.9  and the Test Error rate is  13.9473684211
Running  5796 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.2105263158
Running  5797 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.0789473684
Running  5798 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.0789473684
Running  5799 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.9473684211
Running  5800 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.3421052632
Running  5801 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.4736842105
Running  5802 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.6052631579
Running  5803 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.7368421053
Running  5804 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.8684210526
Running  5805 Iterations, The Training Error rate is  3.65  and the Test Error rate is  15.1315789474
Running  5806 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.8684210526
Running  5807 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.8684210526
Running  5808 Iterations, The Training Error rate is  3.75  and the Test Error rate is  15.2631578947
Running  5809 Iterations, The Training Error rate is  3.85  and the Test Error rate is  15.3947368421
Running  5810 Iterations, The Training Error rate is  3.4  and the Test Error rate is  15.1315789474
Running  5811 Iterations, The Training Error rate is  3.25  and the Test Error rate is  15.1315789474
Running  5812 Iterations, The Training Error rate is  3.2  and the Test Error rate is  15.0
Running  5813 Iterations, The Training Error rate is  3.05  and the Test Error rate is  15.0
Running  5814 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.8684210526
Running  5815 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.8684210526
Running  5816 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.7368421053
Running  5817 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.8684210526
Running  5818 Iterations, The Training Error rate is  2.0  and the Test Error rate is  14.3421052632
Running  5819 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.2105263158
Running  5820 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.0789473684
Running  5821 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.6842105263
Running  5822 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.6842105263
Running  5823 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.5526315789
Running  5824 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.5526315789
Running  5825 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.6842105263
Running  5826 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.9473684211
Running  5827 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.5526315789
Running  5828 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.6842105263
Running  5829 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.6842105263
Running  5830 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.9473684211
Running  5831 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.2105263158
Running  5832 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.4736842105
Running  5833 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.4736842105
Running  5834 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.7368421053
Running  5835 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.6052631579
Running  5836 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.4736842105
Running  5837 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.7368421053
Running  5838 Iterations, The Training Error rate is  3.25  and the Test Error rate is  15.0
Running  5839 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.7368421053
Running  5840 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.6052631579
Running  5841 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.7368421053
Running  5842 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.4736842105
Running  5843 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.7368421053
Running  5844 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.6052631579
Running  5845 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.3421052632
Running  5846 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.4736842105
Running  5847 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.6052631579
Running  5848 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.4736842105
Running  5849 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.8684210526
Running  5850 Iterations, The Training Error rate is  4.0  and the Test Error rate is  15.0
Running  5851 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.6052631579
Running  5852 Iterations, The Training Error rate is  4.1  and the Test Error rate is  14.6052631579
Running  5853 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.4736842105
Running  5854 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.2105263158
Running  5855 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.3421052632
Running  5856 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.2105263158
Running  5857 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.2105263158
Running  5858 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.0789473684
Running  5859 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.9473684211
Running  5860 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.6842105263
Running  5861 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.9473684211
Running  5862 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.9473684211
Running  5863 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.8157894737
Running  5864 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.9473684211
Running  5865 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.9473684211
Running  5866 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.9473684211
Running  5867 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.8157894737
Running  5868 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.0789473684
Running  5869 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.0789473684
Running  5870 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.4736842105
Running  5871 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.4736842105
Running  5872 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.6052631579
Running  5873 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.7368421053
Running  5874 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.8684210526
Running  5875 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.8684210526
Running  5876 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.8684210526
Running  5877 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.8684210526
Running  5878 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.4736842105
Running  5879 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.4736842105
Running  5880 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.9473684211
Running  5881 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.8157894737
Running  5882 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.6842105263
Running  5883 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.4210526316
Running  5884 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.6842105263
Running  5885 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.5526315789
Running  5886 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.4210526316
Running  5887 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.4210526316
Running  5888 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.4210526316
Running  5889 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.2894736842
Running  5890 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.5526315789
Running  5891 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.5526315789
Running  5892 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.9473684211
Running  5893 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.0789473684
Running  5894 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.5526315789
Running  5895 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.6842105263
Running  5896 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.6842105263
Running  5897 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.6842105263
Running  5898 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.6842105263
Running  5899 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.6842105263
Running  5900 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.9473684211
Running  5901 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.0789473684
Running  5902 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.6842105263
Running  5903 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.6842105263
Running  5904 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.8157894737
Running  5905 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.6842105263
Running  5906 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.9473684211
Running  5907 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.8157894737
Running  5908 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.2105263158
Running  5909 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.2105263158
Running  5910 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.8157894737
Running  5911 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.6842105263
Running  5912 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.6842105263
Running  5913 Iterations, The Training Error rate is  2.15  and the Test Error rate is  13.5526315789
Running  5914 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.6842105263
Running  5915 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.9473684211
Running  5916 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.9473684211
Running  5917 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.9473684211
Running  5918 Iterations, The Training Error rate is  1.85  and the Test Error rate is  13.6842105263
Running  5919 Iterations, The Training Error rate is  1.9  and the Test Error rate is  13.6842105263
Running  5920 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.9473684211
Running  5921 Iterations, The Training Error rate is  2.15  and the Test Error rate is  13.9473684211
Running  5922 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.2105263158
Running  5923 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.3421052632
Running  5924 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.0789473684
Running  5925 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.9473684211
Running  5926 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.9473684211
Running  5927 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.9473684211
Running  5928 Iterations, The Training Error rate is  2.1  and the Test Error rate is  14.0789473684
Running  5929 Iterations, The Training Error rate is  2.2  and the Test Error rate is  14.3421052632
Running  5930 Iterations, The Training Error rate is  1.8  and the Test Error rate is  14.2105263158
Running  5931 Iterations, The Training Error rate is  1.9  and the Test Error rate is  14.2105263158
Running  5932 Iterations, The Training Error rate is  1.4  and the Test Error rate is  13.9473684211
Running  5933 Iterations, The Training Error rate is  1.5  and the Test Error rate is  13.9473684211
Running  5934 Iterations, The Training Error rate is  1.35  and the Test Error rate is  14.0789473684
Running  5935 Iterations, The Training Error rate is  1.5  and the Test Error rate is  14.0789473684
Running  5936 Iterations, The Training Error rate is  1.5  and the Test Error rate is  13.9473684211
Running  5937 Iterations, The Training Error rate is  1.7  and the Test Error rate is  14.0789473684
Running  5938 Iterations, The Training Error rate is  1.75  and the Test Error rate is  13.9473684211
Running  5939 Iterations, The Training Error rate is  1.7  and the Test Error rate is  13.8157894737
Running  5940 Iterations, The Training Error rate is  1.7  and the Test Error rate is  13.6842105263
Running  5941 Iterations, The Training Error rate is  1.6  and the Test Error rate is  13.8157894737
Running  5942 Iterations, The Training Error rate is  1.8  and the Test Error rate is  13.8157894737
Running  5943 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.8157894737
Running  5944 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.8157894737
Running  5945 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.8157894737
Running  5946 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.8157894737
Running  5947 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.8157894737
Running  5948 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.8157894737
Running  5949 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.8157894737
Running  5950 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.8157894737
Running  5951 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.8157894737
Running  5952 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.8157894737
Running  5953 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.9473684211
Running  5954 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.0789473684
Running  5955 Iterations, The Training Error rate is  2.7  and the Test Error rate is  13.8157894737
Running  5956 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.9473684211
Running  5957 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.0789473684
Running  5958 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.2105263158
Running  5959 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.3421052632
Running  5960 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.3421052632
Running  5961 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.4736842105
Running  5962 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.6052631579
Running  5963 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.6052631579
Running  5964 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.4736842105
Running  5965 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.6052631579
Running  5966 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.7368421053
Running  5967 Iterations, The Training Error rate is  2.2  and the Test Error rate is  14.7368421053
Running  5968 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.6052631579
Running  5969 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.4736842105
Running  5970 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.4736842105
Running  5971 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.3421052632
Running  5972 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.2105263158
Running  5973 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.2105263158
Running  5974 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.2105263158
Running  5975 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.3421052632
Running  5976 Iterations, The Training Error rate is  1.95  and the Test Error rate is  14.0789473684
Running  5977 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.0789473684
Running  5978 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.0789473684
Running  5979 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.2105263158
Running  5980 Iterations, The Training Error rate is  2.1  and the Test Error rate is  14.2105263158
Running  5981 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.3421052632
Running  5982 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.6052631579
Running  5983 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.3421052632
Running  5984 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.4736842105
Running  5985 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.6052631579
Running  5986 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.6052631579
Running  5987 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.3421052632
Running  5988 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.3421052632
Running  5989 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.3421052632
Running  5990 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.3421052632
Running  5991 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.9473684211
Running  5992 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.6842105263
Running  5993 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.9473684211
Running  5994 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.9473684211
Running  5995 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.0789473684
Running  5996 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.3421052632
Running  5997 Iterations, The Training Error rate is  4.0  and the Test Error rate is  14.3421052632
Running  5998 Iterations, The Training Error rate is  4.2  and the Test Error rate is  14.3421052632
Running  5999 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.9473684211
Running  6000 Iterations, The Training Error rate is  3.9  and the Test Error rate is  14.0789473684
Running  6001 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.4736842105
Running  6002 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.7368421053
Running  6003 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.6052631579
Running  6004 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.7368421053
Running  6005 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.4736842105
Running  6006 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.4736842105
Running  6007 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.6052631579
Running  6008 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.8684210526
Running  6009 Iterations, The Training Error rate is  2.65  and the Test Error rate is  15.2631578947
Running  6010 Iterations, The Training Error rate is  2.9  and the Test Error rate is  15.0
Running  6011 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.8684210526
Running  6012 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.8684210526
Running  6013 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.7368421053
Running  6014 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.6052631579
Running  6015 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.4736842105
Running  6016 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.3421052632
Running  6017 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.3421052632
Running  6018 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.2105263158
Running  6019 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.3421052632
Running  6020 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.7368421053
Running  6021 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.7368421053
Running  6022 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.7368421053
Running  6023 Iterations, The Training Error rate is  2.85  and the Test Error rate is  15.0
Running  6024 Iterations, The Training Error rate is  2.85  and the Test Error rate is  15.0
Running  6025 Iterations, The Training Error rate is  3.05  and the Test Error rate is  15.2631578947
Running  6026 Iterations, The Training Error rate is  3.05  and the Test Error rate is  15.2631578947
Running  6027 Iterations, The Training Error rate is  2.9  and the Test Error rate is  15.1315789474
Running  6028 Iterations, The Training Error rate is  2.85  and the Test Error rate is  15.1315789474
Running  6029 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.7368421053
Running  6030 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.7368421053
Running  6031 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.6052631579
Running  6032 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.4736842105
Running  6033 Iterations, The Training Error rate is  2.1  and the Test Error rate is  14.2105263158
Running  6034 Iterations, The Training Error rate is  2.05  and the Test Error rate is  14.2105263158
Running  6035 Iterations, The Training Error rate is  1.85  and the Test Error rate is  13.9473684211
Running  6036 Iterations, The Training Error rate is  2.15  and the Test Error rate is  13.9473684211
Running  6037 Iterations, The Training Error rate is  2.15  and the Test Error rate is  13.9473684211
Running  6038 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.9473684211
Running  6039 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.9473684211
Running  6040 Iterations, The Training Error rate is  2.2  and the Test Error rate is  13.9473684211
Running  6041 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.2105263158
Running  6042 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.9473684211
Running  6043 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.0789473684
Running  6044 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.2105263158
Running  6045 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.3421052632
Running  6046 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.4736842105
Running  6047 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.4736842105
Running  6048 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.4736842105
Running  6049 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.7368421053
Running  6050 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.6052631579
Running  6051 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.7368421053
Running  6052 Iterations, The Training Error rate is  3.25  and the Test Error rate is  15.1315789474
Running  6053 Iterations, The Training Error rate is  3.15  and the Test Error rate is  15.1315789474
Running  6054 Iterations, The Training Error rate is  2.9  and the Test Error rate is  15.1315789474
Running  6055 Iterations, The Training Error rate is  2.9  and the Test Error rate is  15.1315789474
Running  6056 Iterations, The Training Error rate is  2.8  and the Test Error rate is  15.0
Running  6057 Iterations, The Training Error rate is  2.75  and the Test Error rate is  15.2631578947
Running  6058 Iterations, The Training Error rate is  2.65  and the Test Error rate is  15.2631578947
Running  6059 Iterations, The Training Error rate is  2.55  and the Test Error rate is  15.0
Running  6060 Iterations, The Training Error rate is  2.5  and the Test Error rate is  14.8684210526
Running  6061 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.7368421053
Running  6062 Iterations, The Training Error rate is  2.2  and the Test Error rate is  14.6052631579
Running  6063 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.6052631579
Running  6064 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.3421052632
Running  6065 Iterations, The Training Error rate is  2.95  and the Test Error rate is  14.2105263158
Running  6066 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.2105263158
Running  6067 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.9473684211
Running  6068 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.8157894737
Running  6069 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.0789473684
Running  6070 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.2105263158
Running  6071 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.2105263158
Running  6072 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.0789473684
Running  6073 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.2105263158
Running  6074 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.4736842105
Running  6075 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.3421052632
Running  6076 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.3421052632
Running  6077 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.2105263158
Running  6078 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.3421052632
Running  6079 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.9473684211
Running  6080 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.9473684211
Running  6081 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.6842105263
Running  6082 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.6842105263
Running  6083 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.5526315789
Running  6084 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.4210526316
Running  6085 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.8157894737
Running  6086 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.8157894737
Running  6087 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.3421052632
Running  6088 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.4736842105
Running  6089 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.4736842105
Running  6090 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.4736842105
Running  6091 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.7368421053
Running  6092 Iterations, The Training Error rate is  3.65  and the Test Error rate is  15.0
Running  6093 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.8684210526
Running  6094 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.8684210526
Running  6095 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.7368421053
Running  6096 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.7368421053
Running  6097 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.6052631579
Running  6098 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.4736842105
Running  6099 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.4736842105
Running  6100 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.6052631579
Running  6101 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.3421052632
Running  6102 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.3421052632
Running  6103 Iterations, The Training Error rate is  3.4  and the Test Error rate is  14.3421052632
Running  6104 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.4736842105
Running  6105 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.2105263158
Running  6106 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.3421052632
Running  6107 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.9473684211
Running  6108 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.9473684211
Running  6109 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.3421052632
Running  6110 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.2105263158
Running  6111 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.4736842105
Running  6112 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.2105263158
Running  6113 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.4736842105
Running  6114 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.6052631579
Running  6115 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.7368421053
Running  6116 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.6052631579
Running  6117 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.7368421053
Running  6118 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.7368421053
Running  6119 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.4736842105
Running  6120 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.4736842105
Running  6121 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.2105263158
Running  6122 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.2105263158
Running  6123 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.9473684211
Running  6124 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.5526315789
Running  6125 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.6842105263
Running  6126 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.5526315789
Running  6127 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.5526315789
Running  6128 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.5526315789
Running  6129 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.5526315789
Running  6130 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.5526315789
Running  6131 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.5526315789
Running  6132 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.5526315789
Running  6133 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.6842105263
Running  6134 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.8157894737
Running  6135 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.5526315789
Running  6136 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.6842105263
Running  6137 Iterations, The Training Error rate is  3.15  and the Test Error rate is  13.5526315789
Running  6138 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.4210526316
Running  6139 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.5526315789
Running  6140 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.4210526316
Running  6141 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.4210526316
Running  6142 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.6842105263
Running  6143 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.6842105263
Running  6144 Iterations, The Training Error rate is  1.85  and the Test Error rate is  13.5526315789
Running  6145 Iterations, The Training Error rate is  2.15  and the Test Error rate is  13.8157894737
Running  6146 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.6842105263
Running  6147 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.6842105263
Running  6148 Iterations, The Training Error rate is  2.15  and the Test Error rate is  13.5526315789
Running  6149 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.5526315789
Running  6150 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.5526315789
Running  6151 Iterations, The Training Error rate is  2.65  and the Test Error rate is  13.6842105263
Running  6152 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.4210526316
Running  6153 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.4210526316
Running  6154 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.4210526316
Running  6155 Iterations, The Training Error rate is  2.5  and the Test Error rate is  13.6842105263
Running  6156 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.8157894737
Running  6157 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.8157894737
Running  6158 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.9473684211
Running  6159 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.0789473684
Running  6160 Iterations, The Training Error rate is  2.0  and the Test Error rate is  14.0789473684
Running  6161 Iterations, The Training Error rate is  2.05  and the Test Error rate is  14.0789473684
Running  6162 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.3421052632
Running  6163 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.3421052632
Running  6164 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.3421052632
Running  6165 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.0789473684
Running  6166 Iterations, The Training Error rate is  2.45  and the Test Error rate is  13.9473684211
Running  6167 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.0789473684
Running  6168 Iterations, The Training Error rate is  2.65  and the Test Error rate is  14.0789473684
Running  6169 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.9473684211
Running  6170 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.8157894737
Running  6171 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.6842105263
Running  6172 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.5526315789
Running  6173 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.4210526316
Running  6174 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.5526315789
Running  6175 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.4210526316
Running  6176 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.2894736842
Running  6177 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.2894736842
Running  6178 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.1578947368
Running  6179 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.0263157895
Running  6180 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.4210526316
Running  6181 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.5526315789
Running  6182 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.5526315789
Running  6183 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.6842105263
Running  6184 Iterations, The Training Error rate is  2.6  and the Test Error rate is  13.4210526316
Running  6185 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.4210526316
Running  6186 Iterations, The Training Error rate is  2.35  and the Test Error rate is  13.6842105263
Running  6187 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.6842105263
Running  6188 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.8157894737
Running  6189 Iterations, The Training Error rate is  1.9  and the Test Error rate is  13.9473684211
Running  6190 Iterations, The Training Error rate is  1.75  and the Test Error rate is  13.6842105263
Running  6191 Iterations, The Training Error rate is  2.1  and the Test Error rate is  14.0789473684
Running  6192 Iterations, The Training Error rate is  2.0  and the Test Error rate is  14.0789473684
Running  6193 Iterations, The Training Error rate is  2.1  and the Test Error rate is  13.8157894737
Running  6194 Iterations, The Training Error rate is  1.8  and the Test Error rate is  13.9473684211
Running  6195 Iterations, The Training Error rate is  1.95  and the Test Error rate is  14.2105263158
Running  6196 Iterations, The Training Error rate is  2.05  and the Test Error rate is  14.0789473684
Running  6197 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.2105263158
Running  6198 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.2105263158
Running  6199 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.3421052632
Running  6200 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.3421052632
Running  6201 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.6842105263
Running  6202 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.8157894737
Running  6203 Iterations, The Training Error rate is  2.3  and the Test Error rate is  13.9473684211
Running  6204 Iterations, The Training Error rate is  2.45  and the Test Error rate is  14.0789473684
Running  6205 Iterations, The Training Error rate is  2.4  and the Test Error rate is  13.8157894737
Running  6206 Iterations, The Training Error rate is  2.25  and the Test Error rate is  13.8157894737
Running  6207 Iterations, The Training Error rate is  2.15  and the Test Error rate is  13.8157894737
Running  6208 Iterations, The Training Error rate is  2.15  and the Test Error rate is  13.8157894737
Running  6209 Iterations, The Training Error rate is  2.05  and the Test Error rate is  13.6842105263
Running  6210 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.6842105263
Running  6211 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.9473684211
Running  6212 Iterations, The Training Error rate is  1.6  and the Test Error rate is  13.6842105263
Running  6213 Iterations, The Training Error rate is  1.6  and the Test Error rate is  13.9473684211
Running  6214 Iterations, The Training Error rate is  1.7  and the Test Error rate is  13.9473684211
Running  6215 Iterations, The Training Error rate is  2.0  and the Test Error rate is  14.2105263158
Running  6216 Iterations, The Training Error rate is  2.1  and the Test Error rate is  14.3421052632
Running  6217 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.4736842105
Running  6218 Iterations, The Training Error rate is  2.55  and the Test Error rate is  14.4736842105
Running  6219 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.6052631579
Running  6220 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.6052631579
Running  6221 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.6052631579
Running  6222 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.6052631579
Running  6223 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.4736842105
Running  6224 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.3421052632
Running  6225 Iterations, The Training Error rate is  3.45  and the Test Error rate is  14.2105263158
Running  6226 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.2105263158
Running  6227 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.8157894737
Running  6228 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.9473684211
Running  6229 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.6842105263
Running  6230 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.6842105263
Running  6231 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.8157894737
Running  6232 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.0789473684
Running  6233 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.9473684211
Running  6234 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.0789473684
Running  6235 Iterations, The Training Error rate is  3.55  and the Test Error rate is  14.2105263158
Running  6236 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.3421052632
Running  6237 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.6052631579
Running  6238 Iterations, The Training Error rate is  3.7  and the Test Error rate is  14.6052631579
Running  6239 Iterations, The Training Error rate is  4.2  and the Test Error rate is  14.8684210526
Running  6240 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  6241 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.2631578947
Running  6242 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.2631578947
Running  6243 Iterations, The Training Error rate is  3.9  and the Test Error rate is  15.2631578947
Running  6244 Iterations, The Training Error rate is  3.8  and the Test Error rate is  15.1315789474
Running  6245 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.7368421053
Running  6246 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.4736842105
Running  6247 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.3421052632
Running  6248 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.2105263158
Running  6249 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.2105263158
Running  6250 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.9473684211
Running  6251 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.8157894737
Running  6252 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.5526315789
Running  6253 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.6842105263
Running  6254 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.6842105263
Running  6255 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.2105263158
Running  6256 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.3421052632
Running  6257 Iterations, The Training Error rate is  3.0  and the Test Error rate is  14.2105263158
Running  6258 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.2105263158
Running  6259 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.2105263158
Running  6260 Iterations, The Training Error rate is  2.4  and the Test Error rate is  14.2105263158
Running  6261 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.0789473684
Running  6262 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.0789473684
Running  6263 Iterations, The Training Error rate is  2.1  and the Test Error rate is  14.0789473684
Running  6264 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.0789473684
Running  6265 Iterations, The Training Error rate is  2.0  and the Test Error rate is  13.8157894737
Running  6266 Iterations, The Training Error rate is  1.8  and the Test Error rate is  13.6842105263
Running  6267 Iterations, The Training Error rate is  1.9  and the Test Error rate is  14.0789473684
Running  6268 Iterations, The Training Error rate is  2.1  and the Test Error rate is  14.2105263158
Running  6269 Iterations, The Training Error rate is  2.1  and the Test Error rate is  14.2105263158
Running  6270 Iterations, The Training Error rate is  2.25  and the Test Error rate is  14.2105263158
Running  6271 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.2105263158
Running  6272 Iterations, The Training Error rate is  2.6  and the Test Error rate is  14.3421052632
Running  6273 Iterations, The Training Error rate is  2.7  and the Test Error rate is  14.4736842105
Running  6274 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.6052631579
Running  6275 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.6052631579
Running  6276 Iterations, The Training Error rate is  2.85  and the Test Error rate is  14.7368421053
Running  6277 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.3421052632
Running  6278 Iterations, The Training Error rate is  2.9  and the Test Error rate is  14.2105263158
Running  6279 Iterations, The Training Error rate is  2.8  and the Test Error rate is  14.0789473684
Running  6280 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.9473684211
Running  6281 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.9473684211
Running  6282 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.0789473684
Running  6283 Iterations, The Training Error rate is  2.85  and the Test Error rate is  13.9473684211
Running  6284 Iterations, The Training Error rate is  2.75  and the Test Error rate is  14.0789473684
Running  6285 Iterations, The Training Error rate is  2.3  and the Test Error rate is  14.0789473684
Running  6286 Iterations, The Training Error rate is  2.35  and the Test Error rate is  14.2105263158
Running  6287 Iterations, The Training Error rate is  2.1  and the Test Error rate is  14.4736842105
Running  6288 Iterations, The Training Error rate is  2.2  and the Test Error rate is  14.3421052632
Running  6289 Iterations, The Training Error rate is  2.15  and the Test Error rate is  14.3421052632
Running  6290 Iterations, The Training Error rate is  1.95  and the Test Error rate is  14.7368421053
Running  6291 Iterations, The Training Error rate is  1.7  and the Test Error rate is  14.7368421053


 "VOILA!!!!!!!!!  ZERO ERROR NOW FULLY CLASSIFIED"
Running  6292 Iterations, The Error rate is  0

The Error rate for 0 after 6291 iterations. So lets move on to L1 norm and preprocess the data.

In [7]:
def preprocessUsingl1Norm(data):
    l1norm = np.absolute(data)
    tdata = np.zeros_like(data)
    l1norm = l1norm.sum(1)
    for i in range(data.shape[0]):
        tdata[i] = data[i]/l1norm[i]
    return tdata
feature_train_l1Normalized = preprocessUsingl1Norm(feature_train)
feature_test_l1Normalized = preprocessUsingl1Norm(feature_test)
In [8]:
trainErrorRatesL1Norm,testErrorRatesL1Norm = buildPerceptron(feature_train_l1Normalized, label_train,feature_test_l1Normalized, label_test)
Running  0 Iterations, The Training Error rate is  43.3  and the Test Error rate is  43.1578947368
Running  1 Iterations, The Training Error rate is  43.3  and the Test Error rate is  43.4210526316
Running  2 Iterations, The Training Error rate is  43.3  and the Test Error rate is  43.4210526316
Running  3 Iterations, The Training Error rate is  44.2  and the Test Error rate is  45.0
Running  4 Iterations, The Training Error rate is  44.2  and the Test Error rate is  45.0
Running  5 Iterations, The Training Error rate is  40.95  and the Test Error rate is  40.6578947368
Running  6 Iterations, The Training Error rate is  43.55  and the Test Error rate is  44.0789473684
Running  7 Iterations, The Training Error rate is  43.25  and the Test Error rate is  45.3947368421
Running  8 Iterations, The Training Error rate is  45.85  and the Test Error rate is  48.8157894737
Running  9 Iterations, The Training Error rate is  47.4  and the Test Error rate is  50.9210526316
Running  10 Iterations, The Training Error rate is  44.8  and the Test Error rate is  47.5
Running  11 Iterations, The Training Error rate is  41.4  and the Test Error rate is  43.5526315789
Running  12 Iterations, The Training Error rate is  44.0  and the Test Error rate is  46.9736842105
Running  13 Iterations, The Training Error rate is  42.95  and the Test Error rate is  46.1842105263
Running  14 Iterations, The Training Error rate is  45.55  and the Test Error rate is  49.6052631579
Running  15 Iterations, The Training Error rate is  49.0  and the Test Error rate is  53.8157894737
Running  16 Iterations, The Training Error rate is  46.4  and the Test Error rate is  50.3947368421
Running  17 Iterations, The Training Error rate is  46.5  and the Test Error rate is  50.0
Running  18 Iterations, The Training Error rate is  46.5  and the Test Error rate is  50.0
Running  19 Iterations, The Training Error rate is  46.35  and the Test Error rate is  49.7368421053
Running  20 Iterations, The Training Error rate is  46.35  and the Test Error rate is  49.7368421053
Running  21 Iterations, The Training Error rate is  46.85  and the Test Error rate is  50.1315789474
Running  22 Iterations, The Training Error rate is  46.85  and the Test Error rate is  50.1315789474
Running  23 Iterations, The Training Error rate is  48.25  and the Test Error rate is  51.0526315789
Running  24 Iterations, The Training Error rate is  45.65  and the Test Error rate is  47.6315789474
Running  25 Iterations, The Training Error rate is  42.4  and the Test Error rate is  44.0789473684
Running  26 Iterations, The Training Error rate is  42.4  and the Test Error rate is  44.0789473684
Running  27 Iterations, The Training Error rate is  41.25  and the Test Error rate is  42.3684210526
Running  28 Iterations, The Training Error rate is  41.25  and the Test Error rate is  42.3684210526
Running  29 Iterations, The Training Error rate is  38.5  and the Test Error rate is  39.7368421053
Running  30 Iterations, The Training Error rate is  41.1  and the Test Error rate is  43.1578947368
Running  31 Iterations, The Training Error rate is  42.1  and the Test Error rate is  44.4736842105
Running  32 Iterations, The Training Error rate is  39.5  and the Test Error rate is  41.0526315789
Running  33 Iterations, The Training Error rate is  36.7  and the Test Error rate is  38.4210526316
Running  34 Iterations, The Training Error rate is  36.7  and the Test Error rate is  38.4210526316
Running  35 Iterations, The Training Error rate is  36.3  and the Test Error rate is  38.0263157895
Running  36 Iterations, The Training Error rate is  38.9  and the Test Error rate is  41.4473684211
Running  37 Iterations, The Training Error rate is  39.05  and the Test Error rate is  41.9736842105
Running  38 Iterations, The Training Error rate is  36.45  and the Test Error rate is  38.5526315789
Running  39 Iterations, The Training Error rate is  35.9  and the Test Error rate is  37.7631578947
Running  40 Iterations, The Training Error rate is  35.9  and the Test Error rate is  37.7631578947
Running  41 Iterations, The Training Error rate is  34.5  and the Test Error rate is  36.3157894737
Running  42 Iterations, The Training Error rate is  37.1  and the Test Error rate is  39.7368421053
Running  43 Iterations, The Training Error rate is  38.55  and the Test Error rate is  41.5789473684
Running  44 Iterations, The Training Error rate is  38.55  and the Test Error rate is  41.5789473684
Running  45 Iterations, The Training Error rate is  38.85  and the Test Error rate is  42.2368421053
Running  46 Iterations, The Training Error rate is  36.25  and the Test Error rate is  38.8157894737
Running  47 Iterations, The Training Error rate is  36.05  and the Test Error rate is  38.6842105263
Running  48 Iterations, The Training Error rate is  38.65  and the Test Error rate is  42.1052631579
Running  49 Iterations, The Training Error rate is  38.9  and the Test Error rate is  42.6315789474
Running  50 Iterations, The Training Error rate is  38.9  and the Test Error rate is  42.6315789474
Running  51 Iterations, The Training Error rate is  39.3  and the Test Error rate is  43.0263157895
Running  52 Iterations, The Training Error rate is  36.7  and the Test Error rate is  39.6052631579
Running  53 Iterations, The Training Error rate is  35.3  and the Test Error rate is  37.7631578947
Running  54 Iterations, The Training Error rate is  37.9  and the Test Error rate is  41.1842105263
Running  55 Iterations, The Training Error rate is  38.55  and the Test Error rate is  41.8421052632
Running  56 Iterations, The Training Error rate is  38.55  and the Test Error rate is  41.8421052632
Running  57 Iterations, The Training Error rate is  38.9  and the Test Error rate is  42.2368421053
Running  58 Iterations, The Training Error rate is  36.3  and the Test Error rate is  38.8157894737
Running  59 Iterations, The Training Error rate is  36.05  and the Test Error rate is  38.5526315789
Running  60 Iterations, The Training Error rate is  36.05  and the Test Error rate is  38.5526315789
Running  61 Iterations, The Training Error rate is  35.95  and the Test Error rate is  38.1578947368
Running  62 Iterations, The Training Error rate is  38.55  and the Test Error rate is  41.5789473684
Running  63 Iterations, The Training Error rate is  39.0  and the Test Error rate is  42.1052631579
Running  64 Iterations, The Training Error rate is  36.4  and the Test Error rate is  38.6842105263
Running  65 Iterations, The Training Error rate is  35.75  and the Test Error rate is  37.6315789474
Running  66 Iterations, The Training Error rate is  38.35  and the Test Error rate is  41.0526315789
Running  67 Iterations, The Training Error rate is  39.25  and the Test Error rate is  41.8421052632
Running  68 Iterations, The Training Error rate is  41.85  and the Test Error rate is  45.2631578947
Running  69 Iterations, The Training Error rate is  43.15  and the Test Error rate is  46.5789473684
Running  70 Iterations, The Training Error rate is  40.55  and the Test Error rate is  43.1578947368
Running  71 Iterations, The Training Error rate is  40.7  and the Test Error rate is  43.4210526316
Running  72 Iterations, The Training Error rate is  38.1  and the Test Error rate is  40.0
Running  73 Iterations, The Training Error rate is  37.7  and the Test Error rate is  39.3421052632
Running  74 Iterations, The Training Error rate is  40.3  and the Test Error rate is  42.7631578947
Running  75 Iterations, The Training Error rate is  40.9  and the Test Error rate is  43.5526315789
Running  76 Iterations, The Training Error rate is  38.3  and the Test Error rate is  40.1315789474
Running  77 Iterations, The Training Error rate is  37.4  and the Test Error rate is  39.3421052632
Running  78 Iterations, The Training Error rate is  37.4  and the Test Error rate is  39.3421052632
Running  79 Iterations, The Training Error rate is  36.75  and the Test Error rate is  38.5526315789
Running  80 Iterations, The Training Error rate is  36.75  and the Test Error rate is  38.5526315789
Running  81 Iterations, The Training Error rate is  36.5  and the Test Error rate is  38.2894736842
Running  82 Iterations, The Training Error rate is  39.1  and the Test Error rate is  41.7105263158
Running  83 Iterations, The Training Error rate is  39.8  and the Test Error rate is  42.7631578947
Running  84 Iterations, The Training Error rate is  37.2  and the Test Error rate is  39.3421052632
Running  85 Iterations, The Training Error rate is  36.75  and the Test Error rate is  38.9473684211
Running  86 Iterations, The Training Error rate is  39.35  and the Test Error rate is  42.3684210526
Running  87 Iterations, The Training Error rate is  40.5  and the Test Error rate is  43.6842105263
Running  88 Iterations, The Training Error rate is  37.9  and the Test Error rate is  40.2631578947
Running  89 Iterations, The Training Error rate is  37.65  and the Test Error rate is  40.2631578947
Running  90 Iterations, The Training Error rate is  37.65  and the Test Error rate is  40.2631578947
Running  91 Iterations, The Training Error rate is  37.75  and the Test Error rate is  40.1315789474
Running  92 Iterations, The Training Error rate is  37.75  and the Test Error rate is  40.1315789474
Running  93 Iterations, The Training Error rate is  37.15  and the Test Error rate is  39.3421052632
Running  94 Iterations, The Training Error rate is  39.75  and the Test Error rate is  42.7631578947
Running  95 Iterations, The Training Error rate is  40.5  and the Test Error rate is  43.5526315789
Running  96 Iterations, The Training Error rate is  37.85  and the Test Error rate is  40.1315789474
Running  97 Iterations, The Training Error rate is  36.7  and the Test Error rate is  38.8157894737
Running  98 Iterations, The Training Error rate is  39.3  and the Test Error rate is  42.2368421053
Running  99 Iterations, The Training Error rate is  40.1  and the Test Error rate is  43.1578947368
Running  100 Iterations, The Training Error rate is  40.05  and the Test Error rate is  43.1578947368
Running  101 Iterations, The Training Error rate is  40.05  and the Test Error rate is  43.5526315789
Running  102 Iterations, The Training Error rate is  40.05  and the Test Error rate is  43.5526315789
Running  103 Iterations, The Training Error rate is  41.0  and the Test Error rate is  44.8684210526
Running  104 Iterations, The Training Error rate is  38.35  and the Test Error rate is  41.4473684211
Running  105 Iterations, The Training Error rate is  37.6  and the Test Error rate is  40.9210526316
Running  106 Iterations, The Training Error rate is  40.25  and the Test Error rate is  44.3421052632
Running  107 Iterations, The Training Error rate is  40.8  and the Test Error rate is  44.7368421053
Running  108 Iterations, The Training Error rate is  38.15  and the Test Error rate is  41.3157894737
Running  109 Iterations, The Training Error rate is  37.3  and the Test Error rate is  40.3947368421
Running  110 Iterations, The Training Error rate is  39.95  and the Test Error rate is  43.8157894737
Running  111 Iterations, The Training Error rate is  40.85  and the Test Error rate is  44.8684210526
Running  112 Iterations, The Training Error rate is  38.2  and the Test Error rate is  41.4473684211
Running  113 Iterations, The Training Error rate is  37.3  and the Test Error rate is  40.5263157895
Running  114 Iterations, The Training Error rate is  37.3  and the Test Error rate is  40.5263157895
Running  115 Iterations, The Training Error rate is  37.4  and the Test Error rate is  39.8684210526
Running  116 Iterations, The Training Error rate is  37.4  and the Test Error rate is  39.8684210526
Running  117 Iterations, The Training Error rate is  36.9  and the Test Error rate is  39.4736842105
Running  118 Iterations, The Training Error rate is  39.55  and the Test Error rate is  42.8947368421
Running  119 Iterations, The Training Error rate is  40.2  and the Test Error rate is  43.4210526316
Running  120 Iterations, The Training Error rate is  40.2  and the Test Error rate is  43.4210526316
Running  121 Iterations, The Training Error rate is  40.1  and the Test Error rate is  43.2894736842
Running  122 Iterations, The Training Error rate is  40.1  and the Test Error rate is  43.2894736842
Running  123 Iterations, The Training Error rate is  40.2  and the Test Error rate is  42.8947368421
Running  124 Iterations, The Training Error rate is  42.85  and the Test Error rate is  46.3157894737
Running  125 Iterations, The Training Error rate is  43.7  and the Test Error rate is  47.7631578947
Running  126 Iterations, The Training Error rate is  41.05  and the Test Error rate is  44.3421052632
Running  127 Iterations, The Training Error rate is  41.35  and the Test Error rate is  44.3421052632
Running  128 Iterations, The Training Error rate is  41.35  and the Test Error rate is  44.3421052632
Running  129 Iterations, The Training Error rate is  41.6  and the Test Error rate is  44.7368421053
Running  130 Iterations, The Training Error rate is  38.95  and the Test Error rate is  41.3157894737
Running  131 Iterations, The Training Error rate is  38.35  and the Test Error rate is  40.5263157895
Running  132 Iterations, The Training Error rate is  38.35  and the Test Error rate is  40.5263157895
Running  133 Iterations, The Training Error rate is  38.35  and the Test Error rate is  40.5263157895
Running  134 Iterations, The Training Error rate is  38.35  and the Test Error rate is  40.5263157895
Running  135 Iterations, The Training Error rate is  37.75  and the Test Error rate is  39.7368421053
Running  136 Iterations, The Training Error rate is  37.75  and the Test Error rate is  39.7368421053
Running  137 Iterations, The Training Error rate is  37.55  and the Test Error rate is  39.7368421053
Running  138 Iterations, The Training Error rate is  37.55  and the Test Error rate is  39.7368421053
Running  139 Iterations, The Training Error rate is  36.8  and the Test Error rate is  38.6842105263
Running  140 Iterations, The Training Error rate is  39.45  and the Test Error rate is  42.1052631579
Running  141 Iterations, The Training Error rate is  40.05  and the Test Error rate is  43.0263157895
Running  142 Iterations, The Training Error rate is  40.05  and the Test Error rate is  43.0263157895
Running  143 Iterations, The Training Error rate is  39.95  and the Test Error rate is  43.2894736842
Running  144 Iterations, The Training Error rate is  39.95  and the Test Error rate is  43.2894736842
Running  145 Iterations, The Training Error rate is  40.65  and the Test Error rate is  44.0789473684
Running  146 Iterations, The Training Error rate is  40.65  and the Test Error rate is  44.0789473684
Running  147 Iterations, The Training Error rate is  40.75  and the Test Error rate is  44.0789473684
Running  148 Iterations, The Training Error rate is  38.1  and the Test Error rate is  40.6578947368
Running  149 Iterations, The Training Error rate is  38.1  and the Test Error rate is  40.5263157895
Running  150 Iterations, The Training Error rate is  38.1  and the Test Error rate is  40.5263157895
Running  151 Iterations, The Training Error rate is  37.55  and the Test Error rate is  39.6052631579
Running  152 Iterations, The Training Error rate is  40.2  and the Test Error rate is  43.0263157895
Running  153 Iterations, The Training Error rate is  40.65  and the Test Error rate is  43.0263157895
Running  154 Iterations, The Training Error rate is  38.0  and the Test Error rate is  39.6052631579
Running  155 Iterations, The Training Error rate is  37.2  and the Test Error rate is  38.4210526316
Running  156 Iterations, The Training Error rate is  39.85  and the Test Error rate is  41.8421052632
Running  157 Iterations, The Training Error rate is  39.9  and the Test Error rate is  41.9736842105
Running  158 Iterations, The Training Error rate is  42.55  and the Test Error rate is  45.3947368421
Running  159 Iterations, The Training Error rate is  43.25  and the Test Error rate is  46.4473684211
Running  160 Iterations, The Training Error rate is  40.6  and the Test Error rate is  43.0263157895
Running  161 Iterations, The Training Error rate is  40.7  and the Test Error rate is  43.0263157895
Running  162 Iterations, The Training Error rate is  38.05  and the Test Error rate is  39.6052631579
Running  163 Iterations, The Training Error rate is  37.8  and the Test Error rate is  39.3421052632
Running  164 Iterations, The Training Error rate is  40.45  and the Test Error rate is  42.7631578947
Running  165 Iterations, The Training Error rate is  40.65  and the Test Error rate is  43.0263157895
Running  166 Iterations, The Training Error rate is  38.0  and the Test Error rate is  39.6052631579
Running  167 Iterations, The Training Error rate is  37.9  and the Test Error rate is  39.4736842105
Running  168 Iterations, The Training Error rate is  37.85  and the Test Error rate is  39.4736842105
Running  169 Iterations, The Training Error rate is  37.65  and the Test Error rate is  38.9473684211
Running  170 Iterations, The Training Error rate is  37.65  and the Test Error rate is  38.9473684211
Running  171 Iterations, The Training Error rate is  37.4  and the Test Error rate is  38.9473684211
Running  172 Iterations, The Training Error rate is  40.0  and the Test Error rate is  42.3684210526
Running  173 Iterations, The Training Error rate is  40.3  and the Test Error rate is  42.6315789474
Running  174 Iterations, The Training Error rate is  37.65  and the Test Error rate is  39.2105263158
Running  175 Iterations, The Training Error rate is  37.3  and the Test Error rate is  39.0789473684
Running  176 Iterations, The Training Error rate is  39.9  and the Test Error rate is  42.5
Running  177 Iterations, The Training Error rate is  40.3  and the Test Error rate is  42.6315789474
Running  178 Iterations, The Training Error rate is  37.7  and the Test Error rate is  39.2105263158
Running  179 Iterations, The Training Error rate is  37.1  and the Test Error rate is  38.9473684211
Running  180 Iterations, The Training Error rate is  39.7  and the Test Error rate is  42.3684210526
Running  181 Iterations, The Training Error rate is  40.2  and the Test Error rate is  42.6315789474
Running  182 Iterations, The Training Error rate is  40.2  and the Test Error rate is  42.5
Running  183 Iterations, The Training Error rate is  40.35  and the Test Error rate is  42.6315789474
Running  184 Iterations, The Training Error rate is  40.35  and the Test Error rate is  42.6315789474
Running  185 Iterations, The Training Error rate is  40.6  and the Test Error rate is  42.8947368421
Running  186 Iterations, The Training Error rate is  40.5  and the Test Error rate is  42.7631578947
Running  187 Iterations, The Training Error rate is  40.65  and the Test Error rate is  43.2894736842
Running  188 Iterations, The Training Error rate is  40.65  and the Test Error rate is  43.2894736842
Running  189 Iterations, The Training Error rate is  41.05  and the Test Error rate is  43.4210526316
Running  190 Iterations, The Training Error rate is  40.95  and the Test Error rate is  43.2894736842
Running  191 Iterations, The Training Error rate is  40.9  and the Test Error rate is  43.1578947368
Running  192 Iterations, The Training Error rate is  40.8  and the Test Error rate is  43.1578947368
Running  193 Iterations, The Training Error rate is  41.45  and the Test Error rate is  44.2105263158
Running  194 Iterations, The Training Error rate is  41.45  and the Test Error rate is  44.2105263158
Running  195 Iterations, The Training Error rate is  41.8  and the Test Error rate is  44.2105263158
Running  196 Iterations, The Training Error rate is  39.3  and the Test Error rate is  40.9210526316
Running  197 Iterations, The Training Error rate is  38.9  and the Test Error rate is  40.5263157895
Running  198 Iterations, The Training Error rate is  41.4  and the Test Error rate is  43.8157894737
Running  199 Iterations, The Training Error rate is  41.7  and the Test Error rate is  43.9473684211
Running  200 Iterations, The Training Error rate is  39.2  and the Test Error rate is  40.6578947368
Running  201 Iterations, The Training Error rate is  38.8  and the Test Error rate is  40.6578947368
Running  202 Iterations, The Training Error rate is  38.85  and the Test Error rate is  40.6578947368
Running  203 Iterations, The Training Error rate is  38.2  and the Test Error rate is  40.0
Running  204 Iterations, The Training Error rate is  38.2  and the Test Error rate is  40.0
Running  205 Iterations, The Training Error rate is  37.9  and the Test Error rate is  40.0
Running  206 Iterations, The Training Error rate is  40.3  and the Test Error rate is  43.0263157895
Running  207 Iterations, The Training Error rate is  40.55  and the Test Error rate is  43.0263157895
Running  208 Iterations, The Training Error rate is  40.2  and the Test Error rate is  42.7631578947
Running  209 Iterations, The Training Error rate is  40.65  and the Test Error rate is  43.4210526316
Running  210 Iterations, The Training Error rate is  40.65  and the Test Error rate is  43.4210526316
Running  211 Iterations, The Training Error rate is  41.0  and the Test Error rate is  43.4210526316
Running  212 Iterations, The Training Error rate is  38.45  and the Test Error rate is  40.1315789474
Running  213 Iterations, The Training Error rate is  38.05  and the Test Error rate is  39.6052631579
Running  214 Iterations, The Training Error rate is  40.35  and the Test Error rate is  42.6315789474
Running  215 Iterations, The Training Error rate is  40.6  and the Test Error rate is  42.6315789474
Running  216 Iterations, The Training Error rate is  38.2  and the Test Error rate is  39.6052631579
Running  217 Iterations, The Training Error rate is  37.9  and the Test Error rate is  39.4736842105
Running  218 Iterations, The Training Error rate is  37.9  and the Test Error rate is  39.4736842105
Running  219 Iterations, The Training Error rate is  37.35  and the Test Error rate is  38.8157894737
Running  220 Iterations, The Training Error rate is  37.35  and the Test Error rate is  38.8157894737
Running  221 Iterations, The Training Error rate is  37.15  and the Test Error rate is  38.6842105263
Running  222 Iterations, The Training Error rate is  39.3  and the Test Error rate is  41.5789473684
Running  223 Iterations, The Training Error rate is  39.6  and the Test Error rate is  41.5789473684
Running  224 Iterations, The Training Error rate is  39.35  and the Test Error rate is  41.4473684211
Running  225 Iterations, The Training Error rate is  39.55  and the Test Error rate is  42.1052631579
Running  226 Iterations, The Training Error rate is  39.55  and the Test Error rate is  42.1052631579
Running  227 Iterations, The Training Error rate is  39.85  and the Test Error rate is  42.2368421053
Running  228 Iterations, The Training Error rate is  39.75  and the Test Error rate is  42.1052631579
Running  229 Iterations, The Training Error rate is  40.05  and the Test Error rate is  42.7631578947
Running  230 Iterations, The Training Error rate is  40.05  and the Test Error rate is  42.7631578947
Running  231 Iterations, The Training Error rate is  40.2  and the Test Error rate is  42.8947368421
Running  232 Iterations, The Training Error rate is  40.05  and the Test Error rate is  42.8947368421
Running  233 Iterations, The Training Error rate is  40.35  and the Test Error rate is  43.8157894737
Running  234 Iterations, The Training Error rate is  38.3  and the Test Error rate is  40.9210526316
Running  235 Iterations, The Training Error rate is  37.95  and the Test Error rate is  40.2631578947
Running  236 Iterations, The Training Error rate is  39.95  and the Test Error rate is  43.1578947368
Running  237 Iterations, The Training Error rate is  40.3  and the Test Error rate is  43.9473684211
Running  238 Iterations, The Training Error rate is  38.25  and the Test Error rate is  41.0526315789
Running  239 Iterations, The Training Error rate is  37.8  and the Test Error rate is  40.2631578947
Running  240 Iterations, The Training Error rate is  39.8  and the Test Error rate is  43.1578947368
Running  241 Iterations, The Training Error rate is  39.95  and the Test Error rate is  43.2894736842
Running  242 Iterations, The Training Error rate is  39.9  and the Test Error rate is  43.1578947368
Running  243 Iterations, The Training Error rate is  40.1  and the Test Error rate is  43.1578947368
Running  244 Iterations, The Training Error rate is  40.1  and the Test Error rate is  43.1578947368
Running  245 Iterations, The Training Error rate is  40.3  and the Test Error rate is  43.2894736842
Running  246 Iterations, The Training Error rate is  40.25  and the Test Error rate is  43.2894736842
Running  247 Iterations, The Training Error rate is  40.45  and the Test Error rate is  43.2894736842
Running  248 Iterations, The Training Error rate is  40.45  and the Test Error rate is  43.2894736842
Running  249 Iterations, The Training Error rate is  40.6  and the Test Error rate is  43.4210526316
Running  250 Iterations, The Training Error rate is  40.55  and the Test Error rate is  43.4210526316
Running  251 Iterations, The Training Error rate is  41.0  and the Test Error rate is  44.0789473684
Running  252 Iterations, The Training Error rate is  39.05  and the Test Error rate is  41.3157894737
Running  253 Iterations, The Training Error rate is  38.6  and the Test Error rate is  40.7894736842
Running  254 Iterations, The Training Error rate is  40.55  and the Test Error rate is  43.4210526316
Running  255 Iterations, The Training Error rate is  41.0  and the Test Error rate is  44.2105263158
Running  256 Iterations, The Training Error rate is  39.05  and the Test Error rate is  41.3157894737
Running  257 Iterations, The Training Error rate is  38.6  and the Test Error rate is  40.6578947368
Running  258 Iterations, The Training Error rate is  40.55  and the Test Error rate is  43.2894736842
Running  259 Iterations, The Training Error rate is  40.75  and the Test Error rate is  43.4210526316
Running  260 Iterations, The Training Error rate is  38.8  and the Test Error rate is  40.5263157895
Running  261 Iterations, The Training Error rate is  38.15  and the Test Error rate is  39.6052631579
Running  262 Iterations, The Training Error rate is  40.05  and the Test Error rate is  42.2368421053
Running  263 Iterations, The Training Error rate is  40.2  and the Test Error rate is  42.2368421053
Running  264 Iterations, The Training Error rate is  40.1  and the Test Error rate is  42.2368421053
Running  265 Iterations, The Training Error rate is  40.1  and the Test Error rate is  42.2368421053
Running  266 Iterations, The Training Error rate is  40.1  and the Test Error rate is  42.2368421053
Running  267 Iterations, The Training Error rate is  40.15  and the Test Error rate is  42.2368421053
Running  268 Iterations, The Training Error rate is  40.05  and the Test Error rate is  42.2368421053
Running  269 Iterations, The Training Error rate is  40.35  and the Test Error rate is  42.8947368421
Running  270 Iterations, The Training Error rate is  40.35  and the Test Error rate is  42.8947368421
Running  271 Iterations, The Training Error rate is  40.6  and the Test Error rate is  43.1578947368
Running  272 Iterations, The Training Error rate is  40.55  and the Test Error rate is  43.1578947368
Running  273 Iterations, The Training Error rate is  40.85  and the Test Error rate is  43.8157894737
Running  274 Iterations, The Training Error rate is  39.0  and the Test Error rate is  41.1842105263
Running  275 Iterations, The Training Error rate is  38.6  and the Test Error rate is  40.3947368421
Running  276 Iterations, The Training Error rate is  40.45  and the Test Error rate is  43.0263157895
Running  277 Iterations, The Training Error rate is  40.7  and the Test Error rate is  43.5526315789
Running  278 Iterations, The Training Error rate is  38.85  and the Test Error rate is  40.9210526316
Running  279 Iterations, The Training Error rate is  38.4  and the Test Error rate is  40.0
Running  280 Iterations, The Training Error rate is  40.25  and the Test Error rate is  42.6315789474
Running  281 Iterations, The Training Error rate is  40.45  and the Test Error rate is  42.8947368421
Running  282 Iterations, The Training Error rate is  40.4  and the Test Error rate is  42.8947368421
Running  283 Iterations, The Training Error rate is  40.1  and the Test Error rate is  42.2368421053
Running  284 Iterations, The Training Error rate is  41.9  and the Test Error rate is  44.8684210526
Running  285 Iterations, The Training Error rate is  41.9  and the Test Error rate is  44.8684210526
Running  286 Iterations, The Training Error rate is  41.85  and the Test Error rate is  44.8684210526
Running  287 Iterations, The Training Error rate is  41.65  and the Test Error rate is  44.2105263158
Running  288 Iterations, The Training Error rate is  43.45  and the Test Error rate is  46.8421052632
Running  289 Iterations, The Training Error rate is  43.4  and the Test Error rate is  46.8421052632
Running  290 Iterations, The Training Error rate is  43.45  and the Test Error rate is  46.8421052632
Running  291 Iterations, The Training Error rate is  43.3  and the Test Error rate is  46.9736842105
Running  292 Iterations, The Training Error rate is  43.35  and the Test Error rate is  46.9736842105
Running  293 Iterations, The Training Error rate is  43.35  and the Test Error rate is  46.7105263158
Running  294 Iterations, The Training Error rate is  43.4  and the Test Error rate is  46.7105263158
Running  295 Iterations, The Training Error rate is  43.45  and the Test Error rate is  46.5789473684
Running  296 Iterations, The Training Error rate is  43.5  and the Test Error rate is  46.5789473684
Running  297 Iterations, The Training Error rate is  43.3  and the Test Error rate is  46.4473684211
Running  298 Iterations, The Training Error rate is  43.35  and the Test Error rate is  46.4473684211
Running  299 Iterations, The Training Error rate is  43.15  and the Test Error rate is  46.3157894737
Running  300 Iterations, The Training Error rate is  43.1  and the Test Error rate is  46.3157894737
Running  301 Iterations, The Training Error rate is  42.75  and the Test Error rate is  45.5263157895
Running  302 Iterations, The Training Error rate is  42.75  and the Test Error rate is  45.5263157895
Running  303 Iterations, The Training Error rate is  42.3  and the Test Error rate is  45.2631578947
Running  304 Iterations, The Training Error rate is  42.3  and the Test Error rate is  45.3947368421
Running  305 Iterations, The Training Error rate is  41.85  and the Test Error rate is  45.1315789474
Running  306 Iterations, The Training Error rate is  41.8  and the Test Error rate is  45.2631578947
Running  307 Iterations, The Training Error rate is  41.5  and the Test Error rate is  44.8684210526
Running  308 Iterations, The Training Error rate is  41.45  and the Test Error rate is  45.0
Running  309 Iterations, The Training Error rate is  41.1  and the Test Error rate is  44.4736842105
Running  310 Iterations, The Training Error rate is  40.95  and the Test Error rate is  44.6052631579
Running  311 Iterations, The Training Error rate is  40.55  and the Test Error rate is  44.2105263158
Running  312 Iterations, The Training Error rate is  40.45  and the Test Error rate is  44.3421052632
Running  313 Iterations, The Training Error rate is  40.1  and the Test Error rate is  44.0789473684
Running  314 Iterations, The Training Error rate is  40.0  and the Test Error rate is  44.2105263158
Running  315 Iterations, The Training Error rate is  39.65  and the Test Error rate is  43.8157894737
Running  316 Iterations, The Training Error rate is  39.6  and the Test Error rate is  43.9473684211
Running  317 Iterations, The Training Error rate is  39.3  and the Test Error rate is  43.8157894737
Running  318 Iterations, The Training Error rate is  39.15  and the Test Error rate is  43.9473684211
Running  319 Iterations, The Training Error rate is  39.05  and the Test Error rate is  43.9473684211
Running  320 Iterations, The Training Error rate is  39.05  and the Test Error rate is  44.0789473684
Running  321 Iterations, The Training Error rate is  39.15  and the Test Error rate is  43.9473684211
Running  322 Iterations, The Training Error rate is  39.1  and the Test Error rate is  44.0789473684
Running  323 Iterations, The Training Error rate is  39.25  and the Test Error rate is  43.8157894737
Running  324 Iterations, The Training Error rate is  39.25  and the Test Error rate is  43.8157894737
Running  325 Iterations, The Training Error rate is  39.3  and the Test Error rate is  43.5526315789
Running  326 Iterations, The Training Error rate is  39.3  and the Test Error rate is  43.5526315789
Running  327 Iterations, The Training Error rate is  39.4  and the Test Error rate is  43.4210526316
Running  328 Iterations, The Training Error rate is  39.5  and the Test Error rate is  43.4210526316
Running  329 Iterations, The Training Error rate is  39.55  and the Test Error rate is  43.2894736842
Running  330 Iterations, The Training Error rate is  39.6  and the Test Error rate is  43.2894736842
Running  331 Iterations, The Training Error rate is  39.6  and the Test Error rate is  43.2894736842
Running  332 Iterations, The Training Error rate is  39.65  and the Test Error rate is  43.2894736842
Running  333 Iterations, The Training Error rate is  39.5  and the Test Error rate is  43.2894736842
Running  334 Iterations, The Training Error rate is  39.5  and the Test Error rate is  43.2894736842
Running  335 Iterations, The Training Error rate is  39.45  and the Test Error rate is  43.4210526316
Running  336 Iterations, The Training Error rate is  39.45  and the Test Error rate is  43.4210526316
Running  337 Iterations, The Training Error rate is  39.4  and the Test Error rate is  43.4210526316
Running  338 Iterations, The Training Error rate is  39.4  and the Test Error rate is  43.4210526316
Running  339 Iterations, The Training Error rate is  39.35  and the Test Error rate is  43.4210526316
Running  340 Iterations, The Training Error rate is  39.35  and the Test Error rate is  43.4210526316
Running  341 Iterations, The Training Error rate is  39.25  and the Test Error rate is  43.4210526316
Running  342 Iterations, The Training Error rate is  39.25  and the Test Error rate is  43.4210526316
Running  343 Iterations, The Training Error rate is  39.25  and the Test Error rate is  43.4210526316
Running  344 Iterations, The Training Error rate is  39.25  and the Test Error rate is  43.4210526316
Running  345 Iterations, The Training Error rate is  39.25  and the Test Error rate is  43.4210526316
Running  346 Iterations, The Training Error rate is  39.25  and the Test Error rate is  43.4210526316
Running  347 Iterations, The Training Error rate is  39.2  and the Test Error rate is  43.4210526316
Running  348 Iterations, The Training Error rate is  39.2  and the Test Error rate is  43.4210526316
Running  349 Iterations, The Training Error rate is  39.15  and the Test Error rate is  43.4210526316
Running  350 Iterations, The Training Error rate is  39.15  and the Test Error rate is  43.4210526316
Running  351 Iterations, The Training Error rate is  39.1  and the Test Error rate is  43.4210526316
Running  352 Iterations, The Training Error rate is  39.1  and the Test Error rate is  43.4210526316
Running  353 Iterations, The Training Error rate is  39.1  and the Test Error rate is  43.4210526316
Running  354 Iterations, The Training Error rate is  39.1  and the Test Error rate is  43.4210526316
Running  355 Iterations, The Training Error rate is  39.05  and the Test Error rate is  43.4210526316
Running  356 Iterations, The Training Error rate is  39.0  and the Test Error rate is  43.4210526316
Running  357 Iterations, The Training Error rate is  38.95  and the Test Error rate is  43.4210526316
Running  358 Iterations, The Training Error rate is  38.9  and the Test Error rate is  43.4210526316
Running  359 Iterations, The Training Error rate is  38.9  and the Test Error rate is  43.4210526316
Running  360 Iterations, The Training Error rate is  38.85  and the Test Error rate is  43.4210526316
Running  361 Iterations, The Training Error rate is  38.9  and the Test Error rate is  43.4210526316
Running  362 Iterations, The Training Error rate is  38.8  and the Test Error rate is  43.4210526316
Running  363 Iterations, The Training Error rate is  38.8  and the Test Error rate is  43.5526315789
Running  364 Iterations, The Training Error rate is  38.7  and the Test Error rate is  43.5526315789
Running  365 Iterations, The Training Error rate is  38.75  and the Test Error rate is  43.6842105263
Running  366 Iterations, The Training Error rate is  38.7  and the Test Error rate is  43.6842105263
Running  367 Iterations, The Training Error rate is  38.85  and the Test Error rate is  43.8157894737
Running  368 Iterations, The Training Error rate is  38.8  and the Test Error rate is  44.0789473684
Running  369 Iterations, The Training Error rate is  38.9  and the Test Error rate is  44.2105263158
Running  370 Iterations, The Training Error rate is  38.85  and the Test Error rate is  44.4736842105
Running  371 Iterations, The Training Error rate is  38.85  and the Test Error rate is  44.6052631579
Running  372 Iterations, The Training Error rate is  38.85  and the Test Error rate is  44.8684210526
Running  373 Iterations, The Training Error rate is  38.95  and the Test Error rate is  44.8684210526
Running  374 Iterations, The Training Error rate is  39.0  and the Test Error rate is  45.1315789474
Running  375 Iterations, The Training Error rate is  39.05  and the Test Error rate is  45.1315789474
Running  376 Iterations, The Training Error rate is  39.05  and the Test Error rate is  45.3947368421
Running  377 Iterations, The Training Error rate is  39.1  and the Test Error rate is  45.3947368421
Running  378 Iterations, The Training Error rate is  39.2  and the Test Error rate is  45.2631578947
Running  379 Iterations, The Training Error rate is  39.15  and the Test Error rate is  45.2631578947
Running  380 Iterations, The Training Error rate is  39.15  and the Test Error rate is  45.2631578947
Running  381 Iterations, The Training Error rate is  39.1  and the Test Error rate is  45.2631578947
Running  382 Iterations, The Training Error rate is  39.15  and the Test Error rate is  45.1315789474
Running  383 Iterations, The Training Error rate is  39.1  and the Test Error rate is  45.1315789474
Running  384 Iterations, The Training Error rate is  39.1  and the Test Error rate is  44.8684210526
Running  385 Iterations, The Training Error rate is  39.05  and the Test Error rate is  44.8684210526
Running  386 Iterations, The Training Error rate is  39.1  and the Test Error rate is  44.6052631579
Running  387 Iterations, The Training Error rate is  39.1  and the Test Error rate is  44.6052631579
Running  388 Iterations, The Training Error rate is  39.05  and the Test Error rate is  44.4736842105
Running  389 Iterations, The Training Error rate is  39.15  and the Test Error rate is  44.4736842105
Running  390 Iterations, The Training Error rate is  39.15  and the Test Error rate is  44.2105263158
Running  391 Iterations, The Training Error rate is  39.25  and the Test Error rate is  44.2105263158
Running  392 Iterations, The Training Error rate is  39.1  and the Test Error rate is  44.0789473684
Running  393 Iterations, The Training Error rate is  39.15  and the Test Error rate is  44.0789473684
Running  394 Iterations, The Training Error rate is  38.8  and the Test Error rate is  43.8157894737
Running  395 Iterations, The Training Error rate is  38.9  and the Test Error rate is  43.8157894737
Running  396 Iterations, The Training Error rate is  38.3  and the Test Error rate is  43.4210526316
Running  397 Iterations, The Training Error rate is  38.35  and the Test Error rate is  43.4210526316
Running  398 Iterations, The Training Error rate is  37.4  and the Test Error rate is  42.3684210526
Running  399 Iterations, The Training Error rate is  37.4  and the Test Error rate is  42.3684210526
Running  400 Iterations, The Training Error rate is  36.3  and the Test Error rate is  41.1842105263
Running  401 Iterations, The Training Error rate is  36.3  and the Test Error rate is  41.1842105263
Running  402 Iterations, The Training Error rate is  35.2  and the Test Error rate is  39.7368421053
Running  403 Iterations, The Training Error rate is  35.2  and the Test Error rate is  39.7368421053
Running  404 Iterations, The Training Error rate is  34.15  and the Test Error rate is  38.4210526316
Running  405 Iterations, The Training Error rate is  34.2  and the Test Error rate is  38.4210526316
Running  406 Iterations, The Training Error rate is  33.3  and the Test Error rate is  37.1052631579
Running  407 Iterations, The Training Error rate is  33.35  and the Test Error rate is  37.1052631579
Running  408 Iterations, The Training Error rate is  32.6  and the Test Error rate is  36.1842105263
Running  409 Iterations, The Training Error rate is  32.65  and the Test Error rate is  36.1842105263
Running  410 Iterations, The Training Error rate is  32.1  and the Test Error rate is  35.1315789474
Running  411 Iterations, The Training Error rate is  32.3  and the Test Error rate is  35.0
Running  412 Iterations, The Training Error rate is  31.75  and the Test Error rate is  34.2105263158
Running  413 Iterations, The Training Error rate is  35.4  and the Test Error rate is  38.4210526316
Running  414 Iterations, The Training Error rate is  35.15  and the Test Error rate is  38.0263157895
Running  415 Iterations, The Training Error rate is  35.15  and the Test Error rate is  37.8947368421
Running  416 Iterations, The Training Error rate is  34.95  and the Test Error rate is  37.3684210526
Running  417 Iterations, The Training Error rate is  38.55  and the Test Error rate is  41.5789473684
Running  418 Iterations, The Training Error rate is  38.75  and the Test Error rate is  41.8421052632
Running  419 Iterations, The Training Error rate is  38.75  and the Test Error rate is  41.7105263158
Running  420 Iterations, The Training Error rate is  38.8  and the Test Error rate is  41.9736842105
Running  421 Iterations, The Training Error rate is  42.35  and the Test Error rate is  46.3157894737
Running  422 Iterations, The Training Error rate is  42.75  and the Test Error rate is  46.8421052632
Running  423 Iterations, The Training Error rate is  39.05  and the Test Error rate is  42.5
Running  424 Iterations, The Training Error rate is  39.0  and the Test Error rate is  42.2368421053
Running  425 Iterations, The Training Error rate is  42.65  and the Test Error rate is  46.5789473684
Running  426 Iterations, The Training Error rate is  42.95  and the Test Error rate is  47.1052631579
Running  427 Iterations, The Training Error rate is  39.3  and the Test Error rate is  42.7631578947
Running  428 Iterations, The Training Error rate is  39.25  and the Test Error rate is  42.5
Running  429 Iterations, The Training Error rate is  42.85  and the Test Error rate is  46.8421052632
Running  430 Iterations, The Training Error rate is  43.2  and the Test Error rate is  47.2368421053
Running  431 Iterations, The Training Error rate is  39.45  and the Test Error rate is  42.8947368421
Running  432 Iterations, The Training Error rate is  39.25  and the Test Error rate is  42.6315789474
Running  433 Iterations, The Training Error rate is  43.0  and the Test Error rate is  46.9736842105
Running  434 Iterations, The Training Error rate is  43.3  and the Test Error rate is  47.7631578947
Running  435 Iterations, The Training Error rate is  39.65  and the Test Error rate is  43.4210526316
Running  436 Iterations, The Training Error rate is  39.55  and the Test Error rate is  43.4210526316
Running  437 Iterations, The Training Error rate is  43.2  and the Test Error rate is  47.7631578947
Running  438 Iterations, The Training Error rate is  43.45  and the Test Error rate is  48.4210526316
Running  439 Iterations, The Training Error rate is  39.8  and the Test Error rate is  44.0789473684
Running  440 Iterations, The Training Error rate is  39.65  and the Test Error rate is  44.2105263158
Running  441 Iterations, The Training Error rate is  39.65  and the Test Error rate is  44.2105263158
Running  442 Iterations, The Training Error rate is  39.6  and the Test Error rate is  44.2105263158
Running  443 Iterations, The Training Error rate is  39.6  and the Test Error rate is  44.2105263158
Running  444 Iterations, The Training Error rate is  39.5  and the Test Error rate is  44.0789473684
Running  445 Iterations, The Training Error rate is  43.15  and the Test Error rate is  48.4210526316
Running  446 Iterations, The Training Error rate is  43.45  and the Test Error rate is  48.8157894737
Running  447 Iterations, The Training Error rate is  39.7  and the Test Error rate is  44.4736842105
Running  448 Iterations, The Training Error rate is  39.6  and the Test Error rate is  44.4736842105
Running  449 Iterations, The Training Error rate is  43.3  and the Test Error rate is  48.8157894737
Running  450 Iterations, The Training Error rate is  43.85  and the Test Error rate is  49.2105263158
Running  451 Iterations, The Training Error rate is  43.8  and the Test Error rate is  49.3421052632
Running  452 Iterations, The Training Error rate is  43.95  and the Test Error rate is  50.0
Running  453 Iterations, The Training Error rate is  43.95  and the Test Error rate is  50.0
Running  454 Iterations, The Training Error rate is  44.3  and the Test Error rate is  50.2631578947
Running  455 Iterations, The Training Error rate is  40.55  and the Test Error rate is  46.0526315789
Running  456 Iterations, The Training Error rate is  40.4  and the Test Error rate is  46.0526315789
Running  457 Iterations, The Training Error rate is  40.45  and the Test Error rate is  46.1842105263
Running  458 Iterations, The Training Error rate is  40.4  and the Test Error rate is  46.1842105263
Running  459 Iterations, The Training Error rate is  40.4  and the Test Error rate is  46.3157894737
Running  460 Iterations, The Training Error rate is  40.35  and the Test Error rate is  46.0526315789
Running  461 Iterations, The Training Error rate is  40.35  and the Test Error rate is  46.0526315789
Running  462 Iterations, The Training Error rate is  40.35  and the Test Error rate is  45.5263157895
Running  463 Iterations, The Training Error rate is  40.35  and the Test Error rate is  45.6578947368
Running  464 Iterations, The Training Error rate is  40.25  and the Test Error rate is  45.6578947368
Running  465 Iterations, The Training Error rate is  40.3  and the Test Error rate is  45.6578947368
Running  466 Iterations, The Training Error rate is  40.15  and the Test Error rate is  45.6578947368
Running  467 Iterations, The Training Error rate is  43.9  and the Test Error rate is  49.8684210526
Running  468 Iterations, The Training Error rate is  44.35  and the Test Error rate is  50.1315789474
Running  469 Iterations, The Training Error rate is  40.6  and the Test Error rate is  45.7894736842
Running  470 Iterations, The Training Error rate is  40.15  and the Test Error rate is  45.7894736842
Running  471 Iterations, The Training Error rate is  43.9  and the Test Error rate is  50.0
Running  472 Iterations, The Training Error rate is  44.5  and the Test Error rate is  51.3157894737
Running  473 Iterations, The Training Error rate is  40.65  and the Test Error rate is  46.8421052632
Running  474 Iterations, The Training Error rate is  40.4  and the Test Error rate is  46.9736842105
Running  475 Iterations, The Training Error rate is  44.05  and the Test Error rate is  51.1842105263
Running  476 Iterations, The Training Error rate is  44.5  and the Test Error rate is  51.4473684211
Running  477 Iterations, The Training Error rate is  40.65  and the Test Error rate is  47.1052631579
Running  478 Iterations, The Training Error rate is  40.3  and the Test Error rate is  46.9736842105
Running  479 Iterations, The Training Error rate is  40.3  and the Test Error rate is  46.8421052632
Running  480 Iterations, The Training Error rate is  40.2  and the Test Error rate is  46.9736842105
Running  481 Iterations, The Training Error rate is  40.2  and the Test Error rate is  46.8421052632
Running  482 Iterations, The Training Error rate is  40.05  and the Test Error rate is  46.3157894737
Running  483 Iterations, The Training Error rate is  40.05  and the Test Error rate is  46.3157894737
Running  484 Iterations, The Training Error rate is  39.95  and the Test Error rate is  46.1842105263
Running  485 Iterations, The Training Error rate is  39.8  and the Test Error rate is  46.0526315789
Running  486 Iterations, The Training Error rate is  39.5  and the Test Error rate is  45.9210526316
Running  487 Iterations, The Training Error rate is  39.6  and the Test Error rate is  45.9210526316
Running  488 Iterations, The Training Error rate is  39.45  and the Test Error rate is  45.9210526316
Running  489 Iterations, The Training Error rate is  42.9  and the Test Error rate is  50.1315789474
Running  490 Iterations, The Training Error rate is  43.25  and the Test Error rate is  50.1315789474
Running  491 Iterations, The Training Error rate is  39.6  and the Test Error rate is  45.9210526316
Running  492 Iterations, The Training Error rate is  39.2  and the Test Error rate is  45.7894736842
Running  493 Iterations, The Training Error rate is  42.75  and the Test Error rate is  50.0
Running  494 Iterations, The Training Error rate is  43.25  and the Test Error rate is  50.1315789474
Running  495 Iterations, The Training Error rate is  39.7  and the Test Error rate is  45.9210526316
Running  496 Iterations, The Training Error rate is  39.65  and the Test Error rate is  45.9210526316
Running  497 Iterations, The Training Error rate is  39.6  and the Test Error rate is  45.9210526316
Running  498 Iterations, The Training Error rate is  39.65  and the Test Error rate is  45.9210526316
Running  499 Iterations, The Training Error rate is  39.6  and the Test Error rate is  45.6578947368
Running  500 Iterations, The Training Error rate is  39.7  and the Test Error rate is  45.7894736842
Running  501 Iterations, The Training Error rate is  39.65  and the Test Error rate is  45.7894736842
Running  502 Iterations, The Training Error rate is  39.7  and the Test Error rate is  45.7894736842
Running  503 Iterations, The Training Error rate is  36.25  and the Test Error rate is  41.5789473684
Running  504 Iterations, The Training Error rate is  35.8  and the Test Error rate is  41.5789473684
Running  505 Iterations, The Training Error rate is  39.2  and the Test Error rate is  45.5263157895
Running  506 Iterations, The Training Error rate is  39.45  and the Test Error rate is  45.5263157895
Running  507 Iterations, The Training Error rate is  39.35  and the Test Error rate is  45.5263157895
Running  508 Iterations, The Training Error rate is  39.15  and the Test Error rate is  45.1315789474
Running  509 Iterations, The Training Error rate is  39.1  and the Test Error rate is  45.1315789474
Running  510 Iterations, The Training Error rate is  38.7  and the Test Error rate is  45.0
Running  511 Iterations, The Training Error rate is  38.75  and the Test Error rate is  45.0
Running  512 Iterations, The Training Error rate is  38.55  and the Test Error rate is  44.7368421053
Running  513 Iterations, The Training Error rate is  41.85  and the Test Error rate is  48.6842105263
Running  514 Iterations, The Training Error rate is  41.9  and the Test Error rate is  48.6842105263
Running  515 Iterations, The Training Error rate is  38.6  and the Test Error rate is  44.7368421053
Running  516 Iterations, The Training Error rate is  38.1  and the Test Error rate is  44.6052631579
Running  517 Iterations, The Training Error rate is  38.25  and the Test Error rate is  44.6052631579
Running  518 Iterations, The Training Error rate is  38.25  and the Test Error rate is  44.7368421053
Running  519 Iterations, The Training Error rate is  38.2  and the Test Error rate is  44.7368421053
Running  520 Iterations, The Training Error rate is  38.2  and the Test Error rate is  44.7368421053
Running  521 Iterations, The Training Error rate is  38.15  and the Test Error rate is  44.7368421053
Running  522 Iterations, The Training Error rate is  38.25  and the Test Error rate is  45.0
Running  523 Iterations, The Training Error rate is  34.9  and the Test Error rate is  41.0526315789
Running  524 Iterations, The Training Error rate is  34.8  and the Test Error rate is  40.9210526316
Running  525 Iterations, The Training Error rate is  37.95  and the Test Error rate is  44.7368421053
Running  526 Iterations, The Training Error rate is  38.3  and the Test Error rate is  44.8684210526
Running  527 Iterations, The Training Error rate is  38.25  and the Test Error rate is  44.8684210526
Running  528 Iterations, The Training Error rate is  38.3  and the Test Error rate is  45.1315789474
Running  529 Iterations, The Training Error rate is  38.2  and the Test Error rate is  45.0
Running  530 Iterations, The Training Error rate is  38.5  and the Test Error rate is  45.0
Running  531 Iterations, The Training Error rate is  38.5  and the Test Error rate is  45.0
Running  532 Iterations, The Training Error rate is  38.4  and the Test Error rate is  45.0
Running  533 Iterations, The Training Error rate is  38.5  and the Test Error rate is  45.0
Running  534 Iterations, The Training Error rate is  38.5  and the Test Error rate is  45.1315789474
Running  535 Iterations, The Training Error rate is  38.45  and the Test Error rate is  45.1315789474
Running  536 Iterations, The Training Error rate is  38.55  and the Test Error rate is  45.1315789474
Running  537 Iterations, The Training Error rate is  38.55  and the Test Error rate is  45.1315789474
Running  538 Iterations, The Training Error rate is  38.55  and the Test Error rate is  45.2631578947
Running  539 Iterations, The Training Error rate is  35.35  and the Test Error rate is  41.4473684211
Running  540 Iterations, The Training Error rate is  34.9  and the Test Error rate is  41.5789473684
Running  541 Iterations, The Training Error rate is  38.1  and the Test Error rate is  45.3947368421
Running  542 Iterations, The Training Error rate is  38.6  and the Test Error rate is  45.5263157895
Running  543 Iterations, The Training Error rate is  38.5  and the Test Error rate is  45.5263157895
Running  544 Iterations, The Training Error rate is  38.45  and the Test Error rate is  45.6578947368
Running  545 Iterations, The Training Error rate is  35.2  and the Test Error rate is  41.8421052632
Running  546 Iterations, The Training Error rate is  34.75  and the Test Error rate is  41.4473684211
Running  547 Iterations, The Training Error rate is  37.95  and the Test Error rate is  45.2631578947
Running  548 Iterations, The Training Error rate is  38.0  and the Test Error rate is  45.2631578947
Running  549 Iterations, The Training Error rate is  37.9  and the Test Error rate is  45.2631578947
Running  550 Iterations, The Training Error rate is  37.75  and the Test Error rate is  44.7368421053
Running  551 Iterations, The Training Error rate is  37.75  and the Test Error rate is  44.7368421053
Running  552 Iterations, The Training Error rate is  37.2  and the Test Error rate is  44.7368421053
Running  553 Iterations, The Training Error rate is  37.15  and the Test Error rate is  44.7368421053
Running  554 Iterations, The Training Error rate is  37.05  and the Test Error rate is  44.0789473684
Running  555 Iterations, The Training Error rate is  40.3  and the Test Error rate is  47.8947368421
Running  556 Iterations, The Training Error rate is  40.35  and the Test Error rate is  48.4210526316
Running  557 Iterations, The Training Error rate is  37.1  and the Test Error rate is  44.6052631579
Running  558 Iterations, The Training Error rate is  36.9  and the Test Error rate is  44.0789473684
Running  559 Iterations, The Training Error rate is  36.9  and the Test Error rate is  44.0789473684
Running  560 Iterations, The Training Error rate is  37.0  and the Test Error rate is  44.0789473684
Running  561 Iterations, The Training Error rate is  37.0  and the Test Error rate is  44.0789473684
Running  562 Iterations, The Training Error rate is  37.1  and the Test Error rate is  44.0789473684
Running  563 Iterations, The Training Error rate is  37.1  and the Test Error rate is  44.0789473684
Running  564 Iterations, The Training Error rate is  37.2  and the Test Error rate is  44.4736842105
Running  565 Iterations, The Training Error rate is  33.95  and the Test Error rate is  40.6578947368
Running  566 Iterations, The Training Error rate is  33.95  and the Test Error rate is  40.3947368421
Running  567 Iterations, The Training Error rate is  37.2  and the Test Error rate is  44.2105263158
Running  568 Iterations, The Training Error rate is  37.5  and the Test Error rate is  44.7368421053
Running  569 Iterations, The Training Error rate is  37.5  and the Test Error rate is  44.7368421053
Running  570 Iterations, The Training Error rate is  37.4  and the Test Error rate is  45.1315789474
Running  571 Iterations, The Training Error rate is  34.15  and the Test Error rate is  41.3157894737
Running  572 Iterations, The Training Error rate is  34.0  and the Test Error rate is  40.5263157895
Running  573 Iterations, The Training Error rate is  37.3  and the Test Error rate is  44.3421052632
Running  574 Iterations, The Training Error rate is  37.4  and the Test Error rate is  44.6052631579
Running  575 Iterations, The Training Error rate is  37.3  and the Test Error rate is  44.6052631579
Running  576 Iterations, The Training Error rate is  37.2  and the Test Error rate is  44.0789473684
Running  577 Iterations, The Training Error rate is  37.15  and the Test Error rate is  43.9473684211
Running  578 Iterations, The Training Error rate is  37.0  and the Test Error rate is  43.9473684211
Running  579 Iterations, The Training Error rate is  37.0  and the Test Error rate is  43.9473684211
Running  580 Iterations, The Training Error rate is  37.1  and the Test Error rate is  43.9473684211
Running  581 Iterations, The Training Error rate is  37.0  and the Test Error rate is  43.9473684211
Running  582 Iterations, The Training Error rate is  37.05  and the Test Error rate is  44.3421052632
Running  583 Iterations, The Training Error rate is  33.65  and the Test Error rate is  40.5263157895
Running  584 Iterations, The Training Error rate is  33.35  and the Test Error rate is  39.4736842105
Running  585 Iterations, The Training Error rate is  36.7  and the Test Error rate is  43.2894736842
Running  586 Iterations, The Training Error rate is  36.75  and the Test Error rate is  43.6842105263
Running  587 Iterations, The Training Error rate is  33.4  and the Test Error rate is  40.0
Running  588 Iterations, The Training Error rate is  33.15  and the Test Error rate is  38.9473684211
Running  589 Iterations, The Training Error rate is  36.35  and the Test Error rate is  42.6315789474
Running  590 Iterations, The Training Error rate is  36.35  and the Test Error rate is  42.2368421053
Running  591 Iterations, The Training Error rate is  36.4  and the Test Error rate is  42.2368421053
Running  592 Iterations, The Training Error rate is  36.25  and the Test Error rate is  41.8421052632
Running  593 Iterations, The Training Error rate is  36.3  and the Test Error rate is  41.8421052632
Running  594 Iterations, The Training Error rate is  36.4  and the Test Error rate is  41.9736842105
Running  595 Iterations, The Training Error rate is  36.3  and the Test Error rate is  41.8421052632
Running  596 Iterations, The Training Error rate is  36.4  and the Test Error rate is  42.1052631579
Running  597 Iterations, The Training Error rate is  36.4  and the Test Error rate is  42.1052631579
Running  598 Iterations, The Training Error rate is  36.45  and the Test Error rate is  42.2368421053
Running  599 Iterations, The Training Error rate is  33.2  and the Test Error rate is  38.5526315789
Running  600 Iterations, The Training Error rate is  33.1  and the Test Error rate is  38.1578947368
Running  601 Iterations, The Training Error rate is  36.3  and the Test Error rate is  41.8421052632
Running  602 Iterations, The Training Error rate is  36.55  and the Test Error rate is  42.5
Running  603 Iterations, The Training Error rate is  36.55  and the Test Error rate is  42.5
Running  604 Iterations, The Training Error rate is  36.55  and the Test Error rate is  42.7631578947
Running  605 Iterations, The Training Error rate is  33.3  and the Test Error rate is  39.2105263158
Running  606 Iterations, The Training Error rate is  33.0  and the Test Error rate is  38.2894736842
Running  607 Iterations, The Training Error rate is  36.3  and the Test Error rate is  41.9736842105
Running  608 Iterations, The Training Error rate is  36.45  and the Test Error rate is  42.7631578947
Running  609 Iterations, The Training Error rate is  36.45  and the Test Error rate is  42.7631578947
Running  610 Iterations, The Training Error rate is  36.4  and the Test Error rate is  43.0263157895
Running  611 Iterations, The Training Error rate is  33.1  and the Test Error rate is  39.4736842105
Running  612 Iterations, The Training Error rate is  32.75  and the Test Error rate is  38.5526315789
Running  613 Iterations, The Training Error rate is  36.0  and the Test Error rate is  42.2368421053
Running  614 Iterations, The Training Error rate is  35.95  and the Test Error rate is  42.2368421053
Running  615 Iterations, The Training Error rate is  35.95  and the Test Error rate is  42.2368421053
Running  616 Iterations, The Training Error rate is  36.05  and the Test Error rate is  42.5
Running  617 Iterations, The Training Error rate is  32.75  and the Test Error rate is  38.9473684211
Running  618 Iterations, The Training Error rate is  32.5  and the Test Error rate is  37.8947368421
Running  619 Iterations, The Training Error rate is  35.75  and the Test Error rate is  41.5789473684
Running  620 Iterations, The Training Error rate is  35.75  and the Test Error rate is  41.4473684211
Running  621 Iterations, The Training Error rate is  35.75  and the Test Error rate is  41.4473684211
Running  622 Iterations, The Training Error rate is  35.75  and the Test Error rate is  41.4473684211
Running  623 Iterations, The Training Error rate is  32.5  and the Test Error rate is  37.8947368421
Running  624 Iterations, The Training Error rate is  32.35  and the Test Error rate is  37.2368421053
Running  625 Iterations, The Training Error rate is  35.6  and the Test Error rate is  40.7894736842
Running  626 Iterations, The Training Error rate is  35.45  and the Test Error rate is  40.5263157895
Running  627 Iterations, The Training Error rate is  35.5  and the Test Error rate is  40.5263157895
Running  628 Iterations, The Training Error rate is  35.55  and the Test Error rate is  40.6578947368
Running  629 Iterations, The Training Error rate is  35.5  and the Test Error rate is  40.6578947368
Running  630 Iterations, The Training Error rate is  35.5  and the Test Error rate is  41.0526315789
Running  631 Iterations, The Training Error rate is  35.5  and the Test Error rate is  41.0526315789
Running  632 Iterations, The Training Error rate is  35.6  and the Test Error rate is  41.3157894737
Running  633 Iterations, The Training Error rate is  35.55  and the Test Error rate is  41.3157894737
Running  634 Iterations, The Training Error rate is  35.6  and the Test Error rate is  41.4473684211
Running  635 Iterations, The Training Error rate is  35.55  and the Test Error rate is  41.4473684211
Running  636 Iterations, The Training Error rate is  35.65  and the Test Error rate is  41.7105263158
Running  637 Iterations, The Training Error rate is  35.6  and the Test Error rate is  41.7105263158
Running  638 Iterations, The Training Error rate is  35.6  and the Test Error rate is  41.8421052632
Running  639 Iterations, The Training Error rate is  32.35  and the Test Error rate is  38.2894736842
Running  640 Iterations, The Training Error rate is  32.25  and the Test Error rate is  37.5
Running  641 Iterations, The Training Error rate is  35.5  and the Test Error rate is  41.0526315789
Running  642 Iterations, The Training Error rate is  35.45  and the Test Error rate is  40.7894736842
Running  643 Iterations, The Training Error rate is  35.5  and the Test Error rate is  40.7894736842
Running  644 Iterations, The Training Error rate is  35.45  and the Test Error rate is  40.9210526316
Running  645 Iterations, The Training Error rate is  32.2  and the Test Error rate is  37.3684210526
Running  646 Iterations, The Training Error rate is  32.0  and the Test Error rate is  36.8421052632
Running  647 Iterations, The Training Error rate is  35.25  and the Test Error rate is  40.3947368421
Running  648 Iterations, The Training Error rate is  35.15  and the Test Error rate is  40.2631578947
Running  649 Iterations, The Training Error rate is  35.2  and the Test Error rate is  40.2631578947
Running  650 Iterations, The Training Error rate is  35.15  and the Test Error rate is  40.2631578947
Running  651 Iterations, The Training Error rate is  31.9  and the Test Error rate is  36.7105263158
Running  652 Iterations, The Training Error rate is  31.75  and the Test Error rate is  36.4473684211
Running  653 Iterations, The Training Error rate is  34.95  and the Test Error rate is  40.0
Running  654 Iterations, The Training Error rate is  34.95  and the Test Error rate is  39.8684210526
Running  655 Iterations, The Training Error rate is  35.0  and the Test Error rate is  39.8684210526
Running  656 Iterations, The Training Error rate is  35.05  and the Test Error rate is  39.8684210526
Running  657 Iterations, The Training Error rate is  35.05  and the Test Error rate is  39.8684210526
Running  658 Iterations, The Training Error rate is  35.15  and the Test Error rate is  39.8684210526
Running  659 Iterations, The Training Error rate is  35.15  and the Test Error rate is  39.8684210526
Running  660 Iterations, The Training Error rate is  35.25  and the Test Error rate is  40.1315789474
Running  661 Iterations, The Training Error rate is  35.25  and the Test Error rate is  40.1315789474
Running  662 Iterations, The Training Error rate is  35.25  and the Test Error rate is  40.1315789474
Running  663 Iterations, The Training Error rate is  35.25  and the Test Error rate is  40.1315789474
Running  664 Iterations, The Training Error rate is  35.3  and the Test Error rate is  40.2631578947
Running  665 Iterations, The Training Error rate is  35.3  and the Test Error rate is  40.2631578947
Running  666 Iterations, The Training Error rate is  35.3  and the Test Error rate is  40.3947368421
Running  667 Iterations, The Training Error rate is  32.05  and the Test Error rate is  36.8421052632
Running  668 Iterations, The Training Error rate is  31.8  and the Test Error rate is  36.5789473684
Running  669 Iterations, The Training Error rate is  35.0  and the Test Error rate is  40.1315789474
Running  670 Iterations, The Training Error rate is  34.9  and the Test Error rate is  39.8684210526
Running  671 Iterations, The Training Error rate is  34.9  and the Test Error rate is  39.8684210526
Running  672 Iterations, The Training Error rate is  34.95  and the Test Error rate is  40.0
Running  673 Iterations, The Training Error rate is  31.65  and the Test Error rate is  36.4473684211
Running  674 Iterations, The Training Error rate is  31.55  and the Test Error rate is  36.3157894737
Running  675 Iterations, The Training Error rate is  31.5  and the Test Error rate is  36.3157894737
Running  676 Iterations, The Training Error rate is  31.35  and the Test Error rate is  35.9210526316
Running  677 Iterations, The Training Error rate is  34.55  and the Test Error rate is  39.4736842105
Running  678 Iterations, The Training Error rate is  34.7  and the Test Error rate is  39.4736842105
Running  679 Iterations, The Training Error rate is  31.5  and the Test Error rate is  35.7894736842
Running  680 Iterations, The Training Error rate is  31.3  and the Test Error rate is  35.6578947368
Running  681 Iterations, The Training Error rate is  31.4  and the Test Error rate is  35.5263157895
Running  682 Iterations, The Training Error rate is  31.25  and the Test Error rate is  35.3947368421
Running  683 Iterations, The Training Error rate is  34.5  and the Test Error rate is  38.9473684211
Running  684 Iterations, The Training Error rate is  34.55  and the Test Error rate is  38.9473684211
Running  685 Iterations, The Training Error rate is  34.65  and the Test Error rate is  38.8157894737
Running  686 Iterations, The Training Error rate is  34.6  and the Test Error rate is  39.0789473684
Running  687 Iterations, The Training Error rate is  31.45  and the Test Error rate is  35.3947368421
Running  688 Iterations, The Training Error rate is  31.3  and the Test Error rate is  35.3947368421
Running  689 Iterations, The Training Error rate is  34.45  and the Test Error rate is  39.0789473684
Running  690 Iterations, The Training Error rate is  34.6  and the Test Error rate is  39.2105263158
Running  691 Iterations, The Training Error rate is  34.65  and the Test Error rate is  39.2105263158
Running  692 Iterations, The Training Error rate is  34.6  and the Test Error rate is  39.2105263158
Running  693 Iterations, The Training Error rate is  31.55  and the Test Error rate is  35.5263157895
Running  694 Iterations, The Training Error rate is  31.4  and the Test Error rate is  35.3947368421
Running  695 Iterations, The Training Error rate is  34.5  and the Test Error rate is  39.0789473684
Running  696 Iterations, The Training Error rate is  34.55  and the Test Error rate is  39.2105263158
Running  697 Iterations, The Training Error rate is  34.65  and the Test Error rate is  39.2105263158
Running  698 Iterations, The Training Error rate is  34.6  and the Test Error rate is  39.2105263158
Running  699 Iterations, The Training Error rate is  31.5  and the Test Error rate is  35.5263157895
Running  700 Iterations, The Training Error rate is  31.35  and the Test Error rate is  35.1315789474
Running  701 Iterations, The Training Error rate is  34.4  and the Test Error rate is  38.8157894737
Running  702 Iterations, The Training Error rate is  34.4  and the Test Error rate is  38.8157894737
Running  703 Iterations, The Training Error rate is  34.35  and the Test Error rate is  38.8157894737
Running  704 Iterations, The Training Error rate is  34.3  and the Test Error rate is  38.5526315789
Running  705 Iterations, The Training Error rate is  34.3  and the Test Error rate is  38.5526315789
Running  706 Iterations, The Training Error rate is  34.25  and the Test Error rate is  38.4210526316
Running  707 Iterations, The Training Error rate is  34.25  and the Test Error rate is  38.4210526316
Running  708 Iterations, The Training Error rate is  34.2  and the Test Error rate is  38.4210526316
Running  709 Iterations, The Training Error rate is  34.2  and the Test Error rate is  38.4210526316
Running  710 Iterations, The Training Error rate is  34.2  and the Test Error rate is  38.6842105263
Running  711 Iterations, The Training Error rate is  34.15  and the Test Error rate is  38.6842105263
Running  712 Iterations, The Training Error rate is  34.2  and the Test Error rate is  38.6842105263
Running  713 Iterations, The Training Error rate is  34.2  and the Test Error rate is  38.6842105263
Running  714 Iterations, The Training Error rate is  34.15  and the Test Error rate is  38.8157894737
Running  715 Iterations, The Training Error rate is  31.05  and the Test Error rate is  35.1315789474
Running  716 Iterations, The Training Error rate is  31.0  and the Test Error rate is  35.1315789474
Running  717 Iterations, The Training Error rate is  34.0  and the Test Error rate is  38.8157894737
Running  718 Iterations, The Training Error rate is  34.0  and the Test Error rate is  38.8157894737
Running  719 Iterations, The Training Error rate is  34.05  and the Test Error rate is  38.8157894737
Running  720 Iterations, The Training Error rate is  33.95  and the Test Error rate is  38.9473684211
Running  721 Iterations, The Training Error rate is  30.9  and the Test Error rate is  35.2631578947
Running  722 Iterations, The Training Error rate is  30.8  and the Test Error rate is  35.0
Running  723 Iterations, The Training Error rate is  33.8  and the Test Error rate is  38.6842105263
Running  724 Iterations, The Training Error rate is  33.75  and the Test Error rate is  38.9473684211
Running  725 Iterations, The Training Error rate is  33.7  and the Test Error rate is  38.9473684211
Running  726 Iterations, The Training Error rate is  33.65  and the Test Error rate is  39.0789473684
Running  727 Iterations, The Training Error rate is  30.6  and the Test Error rate is  35.3947368421
Running  728 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.2631578947
Running  729 Iterations, The Training Error rate is  30.55  and the Test Error rate is  35.2631578947
Running  730 Iterations, The Training Error rate is  30.55  and the Test Error rate is  35.0
Running  731 Iterations, The Training Error rate is  33.6  and the Test Error rate is  38.6842105263
Running  732 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.9473684211
Running  733 Iterations, The Training Error rate is  30.55  and the Test Error rate is  35.2631578947
Running  734 Iterations, The Training Error rate is  30.45  and the Test Error rate is  35.1315789474
Running  735 Iterations, The Training Error rate is  30.55  and the Test Error rate is  35.1315789474
Running  736 Iterations, The Training Error rate is  30.5  and the Test Error rate is  34.8684210526
Running  737 Iterations, The Training Error rate is  33.45  and the Test Error rate is  38.5526315789
Running  738 Iterations, The Training Error rate is  33.45  and the Test Error rate is  38.5526315789
Running  739 Iterations, The Training Error rate is  36.35  and the Test Error rate is  42.2368421053
Running  740 Iterations, The Training Error rate is  36.15  and the Test Error rate is  42.1052631579
Running  741 Iterations, The Training Error rate is  33.1  and the Test Error rate is  38.2894736842
Running  742 Iterations, The Training Error rate is  32.95  and the Test Error rate is  38.0263157895
Running  743 Iterations, The Training Error rate is  35.9  and the Test Error rate is  41.7105263158
Running  744 Iterations, The Training Error rate is  35.85  and the Test Error rate is  41.4473684211
Running  745 Iterations, The Training Error rate is  35.85  and the Test Error rate is  41.3157894737
Running  746 Iterations, The Training Error rate is  35.7  and the Test Error rate is  41.1842105263
Running  747 Iterations, The Training Error rate is  35.7  and the Test Error rate is  41.1842105263
Running  748 Iterations, The Training Error rate is  35.5  and the Test Error rate is  41.0526315789
Running  749 Iterations, The Training Error rate is  32.65  and the Test Error rate is  37.2368421053
Running  750 Iterations, The Training Error rate is  32.65  and the Test Error rate is  37.1052631579
Running  751 Iterations, The Training Error rate is  35.65  and the Test Error rate is  40.9210526316
Running  752 Iterations, The Training Error rate is  35.6  and the Test Error rate is  41.0526315789
Running  753 Iterations, The Training Error rate is  32.7  and the Test Error rate is  37.2368421053
Running  754 Iterations, The Training Error rate is  32.6  and the Test Error rate is  37.1052631579
Running  755 Iterations, The Training Error rate is  32.7  and the Test Error rate is  37.2368421053
Running  756 Iterations, The Training Error rate is  32.7  and the Test Error rate is  37.1052631579
Running  757 Iterations, The Training Error rate is  32.75  and the Test Error rate is  37.1052631579
Running  758 Iterations, The Training Error rate is  32.75  and the Test Error rate is  37.2368421053
Running  759 Iterations, The Training Error rate is  32.65  and the Test Error rate is  37.3684210526
Running  760 Iterations, The Training Error rate is  32.65  and the Test Error rate is  37.3684210526
Running  761 Iterations, The Training Error rate is  32.6  and the Test Error rate is  37.3684210526
Running  762 Iterations, The Training Error rate is  32.6  and the Test Error rate is  37.1052631579
Running  763 Iterations, The Training Error rate is  32.6  and the Test Error rate is  37.2368421053
Running  764 Iterations, The Training Error rate is  32.6  and the Test Error rate is  37.2368421053
Running  765 Iterations, The Training Error rate is  35.35  and the Test Error rate is  40.9210526316
Running  766 Iterations, The Training Error rate is  35.3  and the Test Error rate is  40.9210526316
Running  767 Iterations, The Training Error rate is  35.2  and the Test Error rate is  40.9210526316
Running  768 Iterations, The Training Error rate is  35.15  and the Test Error rate is  40.7894736842
Running  769 Iterations, The Training Error rate is  35.4  and the Test Error rate is  40.7894736842
Running  770 Iterations, The Training Error rate is  35.2  and the Test Error rate is  40.6578947368
Running  771 Iterations, The Training Error rate is  35.2  and the Test Error rate is  40.6578947368
Running  772 Iterations, The Training Error rate is  35.15  and the Test Error rate is  40.6578947368
Running  773 Iterations, The Training Error rate is  35.2  and the Test Error rate is  40.6578947368
Running  774 Iterations, The Training Error rate is  35.1  and the Test Error rate is  40.5263157895
Running  775 Iterations, The Training Error rate is  32.35  and the Test Error rate is  36.8421052632
Running  776 Iterations, The Training Error rate is  32.25  and the Test Error rate is  36.7105263158
Running  777 Iterations, The Training Error rate is  32.25  and the Test Error rate is  36.7105263158
Running  778 Iterations, The Training Error rate is  32.1  and the Test Error rate is  36.3157894737
Running  779 Iterations, The Training Error rate is  31.95  and the Test Error rate is  36.3157894737
Running  780 Iterations, The Training Error rate is  31.95  and the Test Error rate is  36.3157894737
Running  781 Iterations, The Training Error rate is  31.9  and the Test Error rate is  36.3157894737
Running  782 Iterations, The Training Error rate is  31.65  and the Test Error rate is  36.0526315789
Running  783 Iterations, The Training Error rate is  34.4  and the Test Error rate is  39.7368421053
Running  784 Iterations, The Training Error rate is  34.15  and the Test Error rate is  39.6052631579
Running  785 Iterations, The Training Error rate is  36.9  and the Test Error rate is  43.2894736842
Running  786 Iterations, The Training Error rate is  36.5  and the Test Error rate is  43.1578947368
Running  787 Iterations, The Training Error rate is  33.9  and the Test Error rate is  39.4736842105
Running  788 Iterations, The Training Error rate is  33.65  and the Test Error rate is  39.4736842105
Running  789 Iterations, The Training Error rate is  36.4  and the Test Error rate is  43.1578947368
Running  790 Iterations, The Training Error rate is  36.1  and the Test Error rate is  43.0263157895
Running  791 Iterations, The Training Error rate is  36.05  and the Test Error rate is  43.0263157895
Running  792 Iterations, The Training Error rate is  35.85  and the Test Error rate is  43.0263157895
Running  793 Iterations, The Training Error rate is  35.8  and the Test Error rate is  43.0263157895
Running  794 Iterations, The Training Error rate is  35.55  and the Test Error rate is  43.0263157895
Running  795 Iterations, The Training Error rate is  35.55  and the Test Error rate is  43.0263157895
Running  796 Iterations, The Training Error rate is  35.55  and the Test Error rate is  43.0263157895
Running  797 Iterations, The Training Error rate is  35.55  and the Test Error rate is  43.0263157895
Running  798 Iterations, The Training Error rate is  35.4  and the Test Error rate is  43.0263157895
Running  799 Iterations, The Training Error rate is  32.75  and the Test Error rate is  39.3421052632
Running  800 Iterations, The Training Error rate is  32.55  and the Test Error rate is  39.3421052632
Running  801 Iterations, The Training Error rate is  29.9  and the Test Error rate is  35.6578947368
Running  802 Iterations, The Training Error rate is  29.8  and the Test Error rate is  35.6578947368
Running  803 Iterations, The Training Error rate is  29.8  and the Test Error rate is  35.6578947368
Running  804 Iterations, The Training Error rate is  29.85  and the Test Error rate is  35.6578947368
Running  805 Iterations, The Training Error rate is  27.15  and the Test Error rate is  31.9736842105
Running  806 Iterations, The Training Error rate is  27.1  and the Test Error rate is  31.9736842105
Running  807 Iterations, The Training Error rate is  27.0  and the Test Error rate is  31.9736842105
Running  808 Iterations, The Training Error rate is  27.05  and the Test Error rate is  31.9736842105
Running  809 Iterations, The Training Error rate is  27.0  and the Test Error rate is  31.9736842105
Running  810 Iterations, The Training Error rate is  27.2  and the Test Error rate is  31.9736842105
Running  811 Iterations, The Training Error rate is  29.8  and the Test Error rate is  35.6578947368
Running  812 Iterations, The Training Error rate is  29.8  and the Test Error rate is  35.6578947368
Running  813 Iterations, The Training Error rate is  29.75  and the Test Error rate is  35.6578947368
Running  814 Iterations, The Training Error rate is  29.65  and the Test Error rate is  35.6578947368
Running  815 Iterations, The Training Error rate is  32.25  and the Test Error rate is  39.3421052632
Running  816 Iterations, The Training Error rate is  32.15  and the Test Error rate is  39.3421052632
Running  817 Iterations, The Training Error rate is  34.75  and the Test Error rate is  43.0263157895
Running  818 Iterations, The Training Error rate is  34.65  and the Test Error rate is  42.8947368421
Running  819 Iterations, The Training Error rate is  37.25  and the Test Error rate is  46.5789473684
Running  820 Iterations, The Training Error rate is  37.05  and the Test Error rate is  46.4473684211
Running  821 Iterations, The Training Error rate is  37.1  and the Test Error rate is  46.4473684211
Running  822 Iterations, The Training Error rate is  37.0  and the Test Error rate is  46.3157894737
Running  823 Iterations, The Training Error rate is  37.05  and the Test Error rate is  46.3157894737
Running  824 Iterations, The Training Error rate is  37.0  and the Test Error rate is  46.1842105263
Running  825 Iterations, The Training Error rate is  37.05  and the Test Error rate is  46.1842105263
Running  826 Iterations, The Training Error rate is  36.95  and the Test Error rate is  46.0526315789
Running  827 Iterations, The Training Error rate is  37.0  and the Test Error rate is  46.0526315789
Running  828 Iterations, The Training Error rate is  36.9  and the Test Error rate is  46.1842105263
Running  829 Iterations, The Training Error rate is  37.0  and the Test Error rate is  46.1842105263
Running  830 Iterations, The Training Error rate is  36.9  and the Test Error rate is  46.1842105263
Running  831 Iterations, The Training Error rate is  36.9  and the Test Error rate is  46.1842105263
Running  832 Iterations, The Training Error rate is  36.9  and the Test Error rate is  46.0526315789
Running  833 Iterations, The Training Error rate is  36.9  and the Test Error rate is  46.0526315789
Running  834 Iterations, The Training Error rate is  36.9  and the Test Error rate is  45.9210526316
Running  835 Iterations, The Training Error rate is  36.9  and the Test Error rate is  46.0526315789
Running  836 Iterations, The Training Error rate is  36.9  and the Test Error rate is  45.9210526316
Running  837 Iterations, The Training Error rate is  36.9  and the Test Error rate is  46.0526315789
Running  838 Iterations, The Training Error rate is  36.95  and the Test Error rate is  45.7894736842
Running  839 Iterations, The Training Error rate is  36.9  and the Test Error rate is  45.9210526316
Running  840 Iterations, The Training Error rate is  36.95  and the Test Error rate is  45.3947368421
Running  841 Iterations, The Training Error rate is  37.0  and the Test Error rate is  45.5263157895
Running  842 Iterations, The Training Error rate is  37.0  and the Test Error rate is  45.1315789474
Running  843 Iterations, The Training Error rate is  37.05  and the Test Error rate is  45.2631578947
Running  844 Iterations, The Training Error rate is  37.0  and the Test Error rate is  44.7368421053
Running  845 Iterations, The Training Error rate is  34.25  and the Test Error rate is  40.9210526316
Running  846 Iterations, The Training Error rate is  34.3  and the Test Error rate is  40.3947368421
Running  847 Iterations, The Training Error rate is  34.4  and the Test Error rate is  40.5263157895
Running  848 Iterations, The Training Error rate is  34.35  and the Test Error rate is  40.0
Running  849 Iterations, The Training Error rate is  31.6  and the Test Error rate is  36.1842105263
Running  850 Iterations, The Training Error rate is  31.55  and the Test Error rate is  36.1842105263
Running  851 Iterations, The Training Error rate is  28.75  and the Test Error rate is  32.3684210526
Running  852 Iterations, The Training Error rate is  28.8  and the Test Error rate is  32.2368421053
Running  853 Iterations, The Training Error rate is  28.85  and the Test Error rate is  32.3684210526
Running  854 Iterations, The Training Error rate is  28.85  and the Test Error rate is  32.5
Running  855 Iterations, The Training Error rate is  28.85  and the Test Error rate is  32.5
Running  856 Iterations, The Training Error rate is  28.9  and the Test Error rate is  32.5
Running  857 Iterations, The Training Error rate is  26.05  and the Test Error rate is  28.5526315789
Running  858 Iterations, The Training Error rate is  26.1  and the Test Error rate is  28.5526315789
Running  859 Iterations, The Training Error rate is  28.95  and the Test Error rate is  32.5
Running  860 Iterations, The Training Error rate is  29.0  and the Test Error rate is  32.3684210526
Running  861 Iterations, The Training Error rate is  28.95  and the Test Error rate is  32.3684210526
Running  862 Iterations, The Training Error rate is  28.9  and the Test Error rate is  32.3684210526
Running  863 Iterations, The Training Error rate is  26.0  and the Test Error rate is  28.4210526316
Running  864 Iterations, The Training Error rate is  26.0  and the Test Error rate is  28.2894736842
Running  865 Iterations, The Training Error rate is  25.95  and the Test Error rate is  28.2894736842
Running  866 Iterations, The Training Error rate is  25.9  and the Test Error rate is  28.2894736842
Running  867 Iterations, The Training Error rate is  28.7  and the Test Error rate is  32.1052631579
Running  868 Iterations, The Training Error rate is  28.7  and the Test Error rate is  32.1052631579
Running  869 Iterations, The Training Error rate is  28.65  and the Test Error rate is  32.1052631579
Running  870 Iterations, The Training Error rate is  28.6  and the Test Error rate is  32.1052631579
Running  871 Iterations, The Training Error rate is  31.45  and the Test Error rate is  36.0526315789
Running  872 Iterations, The Training Error rate is  31.4  and the Test Error rate is  36.0526315789
Running  873 Iterations, The Training Error rate is  34.25  and the Test Error rate is  40.0
Running  874 Iterations, The Training Error rate is  34.25  and the Test Error rate is  40.0
Running  875 Iterations, The Training Error rate is  37.1  and the Test Error rate is  43.9473684211
Running  876 Iterations, The Training Error rate is  37.05  and the Test Error rate is  44.0789473684
Running  877 Iterations, The Training Error rate is  37.05  and the Test Error rate is  44.2105263158
Running  878 Iterations, The Training Error rate is  36.95  and the Test Error rate is  44.2105263158
Running  879 Iterations, The Training Error rate is  36.95  and the Test Error rate is  44.2105263158
Running  880 Iterations, The Training Error rate is  36.95  and the Test Error rate is  44.2105263158
Running  881 Iterations, The Training Error rate is  36.95  and the Test Error rate is  44.2105263158
Running  882 Iterations, The Training Error rate is  36.9  and the Test Error rate is  44.2105263158
Running  883 Iterations, The Training Error rate is  36.9  and the Test Error rate is  44.2105263158
Running  884 Iterations, The Training Error rate is  36.8  and the Test Error rate is  44.0789473684
Running  885 Iterations, The Training Error rate is  34.2  and the Test Error rate is  40.1315789474
Running  886 Iterations, The Training Error rate is  34.2  and the Test Error rate is  40.0
Running  887 Iterations, The Training Error rate is  34.25  and the Test Error rate is  40.0
Running  888 Iterations, The Training Error rate is  34.2  and the Test Error rate is  40.0
Running  889 Iterations, The Training Error rate is  31.6  and the Test Error rate is  36.0526315789
Running  890 Iterations, The Training Error rate is  31.5  and the Test Error rate is  36.0526315789
Running  891 Iterations, The Training Error rate is  28.9  and the Test Error rate is  32.1052631579
Running  892 Iterations, The Training Error rate is  29.0  and the Test Error rate is  32.1052631579
Running  893 Iterations, The Training Error rate is  29.0  and the Test Error rate is  32.1052631579
Running  894 Iterations, The Training Error rate is  29.05  and the Test Error rate is  32.2368421053
Running  895 Iterations, The Training Error rate is  31.65  and the Test Error rate is  36.0526315789
Running  896 Iterations, The Training Error rate is  31.55  and the Test Error rate is  36.0526315789
Running  897 Iterations, The Training Error rate is  31.55  and the Test Error rate is  35.9210526316
Running  898 Iterations, The Training Error rate is  31.55  and the Test Error rate is  35.9210526316
Running  899 Iterations, The Training Error rate is  31.5  and the Test Error rate is  35.9210526316
Running  900 Iterations, The Training Error rate is  31.55  and the Test Error rate is  35.9210526316
Running  901 Iterations, The Training Error rate is  31.5  and the Test Error rate is  35.9210526316
Running  902 Iterations, The Training Error rate is  31.4  and the Test Error rate is  35.9210526316
Running  903 Iterations, The Training Error rate is  28.7  and the Test Error rate is  31.9736842105
Running  904 Iterations, The Training Error rate is  28.75  and the Test Error rate is  31.9736842105
Running  905 Iterations, The Training Error rate is  28.75  and the Test Error rate is  32.1052631579
Running  906 Iterations, The Training Error rate is  28.8  and the Test Error rate is  32.1052631579
Running  907 Iterations, The Training Error rate is  28.75  and the Test Error rate is  32.1052631579
Running  908 Iterations, The Training Error rate is  28.8  and the Test Error rate is  32.1052631579
Running  909 Iterations, The Training Error rate is  31.45  and the Test Error rate is  35.9210526316
Running  910 Iterations, The Training Error rate is  31.35  and the Test Error rate is  35.9210526316
Running  911 Iterations, The Training Error rate is  34.0  and the Test Error rate is  39.7368421053
Running  912 Iterations, The Training Error rate is  33.9  and the Test Error rate is  39.7368421053
Running  913 Iterations, The Training Error rate is  36.6  and the Test Error rate is  43.5526315789
Running  914 Iterations, The Training Error rate is  36.5  and the Test Error rate is  43.4210526316
Running  915 Iterations, The Training Error rate is  36.4  and the Test Error rate is  43.2894736842
Running  916 Iterations, The Training Error rate is  36.3  and the Test Error rate is  43.1578947368
Running  917 Iterations, The Training Error rate is  36.2  and the Test Error rate is  43.1578947368
Running  918 Iterations, The Training Error rate is  36.1  and the Test Error rate is  43.0263157895
Running  919 Iterations, The Training Error rate is  36.0  and the Test Error rate is  43.0263157895
Running  920 Iterations, The Training Error rate is  36.05  and the Test Error rate is  42.8947368421
Running  921 Iterations, The Training Error rate is  35.95  and the Test Error rate is  43.0263157895
Running  922 Iterations, The Training Error rate is  35.95  and the Test Error rate is  42.8947368421
Running  923 Iterations, The Training Error rate is  35.85  and the Test Error rate is  42.8947368421
Running  924 Iterations, The Training Error rate is  35.8  and the Test Error rate is  42.8947368421
Running  925 Iterations, The Training Error rate is  35.8  and the Test Error rate is  42.8947368421
Running  926 Iterations, The Training Error rate is  35.85  and the Test Error rate is  42.8947368421
Running  927 Iterations, The Training Error rate is  35.85  and the Test Error rate is  42.8947368421
Running  928 Iterations, The Training Error rate is  35.8  and the Test Error rate is  42.8947368421
Running  929 Iterations, The Training Error rate is  35.55  and the Test Error rate is  42.6315789474
Running  930 Iterations, The Training Error rate is  35.4  and the Test Error rate is  42.6315789474
Running  931 Iterations, The Training Error rate is  35.0  and the Test Error rate is  41.8421052632
Running  932 Iterations, The Training Error rate is  34.9  and the Test Error rate is  41.8421052632
Running  933 Iterations, The Training Error rate is  34.45  and the Test Error rate is  41.1842105263
Running  934 Iterations, The Training Error rate is  34.4  and the Test Error rate is  41.3157894737
Running  935 Iterations, The Training Error rate is  33.95  and the Test Error rate is  40.6578947368
Running  936 Iterations, The Training Error rate is  33.75  and the Test Error rate is  40.7894736842
Running  937 Iterations, The Training Error rate is  31.2  and the Test Error rate is  36.9736842105
Running  938 Iterations, The Training Error rate is  31.15  and the Test Error rate is  37.1052631579
Running  939 Iterations, The Training Error rate is  30.8  and the Test Error rate is  36.7105263158
Running  940 Iterations, The Training Error rate is  30.75  and the Test Error rate is  36.8421052632
Running  941 Iterations, The Training Error rate is  30.45  and the Test Error rate is  36.7105263158
Running  942 Iterations, The Training Error rate is  30.45  and the Test Error rate is  36.8421052632
Running  943 Iterations, The Training Error rate is  30.2  and the Test Error rate is  36.7105263158
Running  944 Iterations, The Training Error rate is  30.1  and the Test Error rate is  36.8421052632
Running  945 Iterations, The Training Error rate is  29.6  and the Test Error rate is  36.7105263158
Running  946 Iterations, The Training Error rate is  29.5  and the Test Error rate is  36.8421052632
Running  947 Iterations, The Training Error rate is  31.1  and the Test Error rate is  39.8684210526
Running  948 Iterations, The Training Error rate is  31.0  and the Test Error rate is  40.0
Running  949 Iterations, The Training Error rate is  30.65  and the Test Error rate is  39.8684210526
Running  950 Iterations, The Training Error rate is  30.55  and the Test Error rate is  40.0
Running  951 Iterations, The Training Error rate is  30.15  and the Test Error rate is  40.1315789474
Running  952 Iterations, The Training Error rate is  29.9  and the Test Error rate is  40.2631578947
Running  953 Iterations, The Training Error rate is  28.05  and the Test Error rate is  37.2368421053
Running  954 Iterations, The Training Error rate is  28.0  and the Test Error rate is  37.1052631579
Running  955 Iterations, The Training Error rate is  27.85  and the Test Error rate is  37.2368421053
Running  956 Iterations, The Training Error rate is  27.85  and the Test Error rate is  37.1052631579
Running  957 Iterations, The Training Error rate is  27.65  and the Test Error rate is  37.1052631579
Running  958 Iterations, The Training Error rate is  27.65  and the Test Error rate is  36.9736842105
Running  959 Iterations, The Training Error rate is  27.45  and the Test Error rate is  36.9736842105
Running  960 Iterations, The Training Error rate is  27.45  and the Test Error rate is  36.8421052632
Running  961 Iterations, The Training Error rate is  27.4  and the Test Error rate is  36.7105263158
Running  962 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.5789473684
Running  963 Iterations, The Training Error rate is  28.9  and the Test Error rate is  39.4736842105
Running  964 Iterations, The Training Error rate is  28.9  and the Test Error rate is  39.4736842105
Running  965 Iterations, The Training Error rate is  28.8  and the Test Error rate is  39.2105263158
Running  966 Iterations, The Training Error rate is  28.75  and the Test Error rate is  39.2105263158
Running  967 Iterations, The Training Error rate is  27.35  and the Test Error rate is  36.1842105263
Running  968 Iterations, The Training Error rate is  27.35  and the Test Error rate is  36.1842105263
Running  969 Iterations, The Training Error rate is  27.3  and the Test Error rate is  35.9210526316
Running  970 Iterations, The Training Error rate is  27.3  and the Test Error rate is  35.9210526316
Running  971 Iterations, The Training Error rate is  27.0  and the Test Error rate is  35.6578947368
Running  972 Iterations, The Training Error rate is  27.0  and the Test Error rate is  35.6578947368
Running  973 Iterations, The Training Error rate is  26.7  and the Test Error rate is  35.2631578947
Running  974 Iterations, The Training Error rate is  26.6  and the Test Error rate is  35.2631578947
Running  975 Iterations, The Training Error rate is  25.25  and the Test Error rate is  32.5
Running  976 Iterations, The Training Error rate is  25.25  and the Test Error rate is  32.5
Running  977 Iterations, The Training Error rate is  25.25  and the Test Error rate is  32.6315789474
Running  978 Iterations, The Training Error rate is  25.3  and the Test Error rate is  32.6315789474
Running  979 Iterations, The Training Error rate is  25.15  and the Test Error rate is  32.6315789474
Running  980 Iterations, The Training Error rate is  25.2  and the Test Error rate is  32.6315789474
Running  981 Iterations, The Training Error rate is  25.15  and the Test Error rate is  32.3684210526
Running  982 Iterations, The Training Error rate is  25.2  and the Test Error rate is  32.3684210526
Running  983 Iterations, The Training Error rate is  25.1  and the Test Error rate is  32.2368421053
Running  984 Iterations, The Training Error rate is  25.25  and the Test Error rate is  32.2368421053
Running  985 Iterations, The Training Error rate is  26.25  and the Test Error rate is  34.3421052632
Running  986 Iterations, The Training Error rate is  26.4  and the Test Error rate is  34.3421052632
Running  987 Iterations, The Training Error rate is  27.4  and the Test Error rate is  36.4473684211
Running  988 Iterations, The Training Error rate is  27.4  and the Test Error rate is  36.4473684211
Running  989 Iterations, The Training Error rate is  27.2  and the Test Error rate is  35.9210526316
Running  990 Iterations, The Training Error rate is  27.15  and the Test Error rate is  35.9210526316
Running  991 Iterations, The Training Error rate is  27.05  and the Test Error rate is  35.5263157895
Running  992 Iterations, The Training Error rate is  27.05  and the Test Error rate is  35.5263157895
Running  993 Iterations, The Training Error rate is  26.8  and the Test Error rate is  35.1315789474
Running  994 Iterations, The Training Error rate is  26.75  and the Test Error rate is  35.1315789474
Running  995 Iterations, The Training Error rate is  26.45  and the Test Error rate is  34.7368421053
Running  996 Iterations, The Training Error rate is  26.5  and the Test Error rate is  34.6052631579
Running  997 Iterations, The Training Error rate is  26.2  and the Test Error rate is  34.2105263158
Running  998 Iterations, The Training Error rate is  26.15  and the Test Error rate is  34.0789473684
Running  999 Iterations, The Training Error rate is  25.85  and the Test Error rate is  33.6842105263
Running  1000 Iterations, The Training Error rate is  25.85  and the Test Error rate is  33.5526315789
Running  1001 Iterations, The Training Error rate is  25.55  and the Test Error rate is  33.2894736842
Running  1002 Iterations, The Training Error rate is  25.55  and the Test Error rate is  33.1578947368
Running  1003 Iterations, The Training Error rate is  25.45  and the Test Error rate is  32.8947368421
Running  1004 Iterations, The Training Error rate is  25.55  and the Test Error rate is  32.7631578947
Running  1005 Iterations, The Training Error rate is  25.5  and the Test Error rate is  32.6315789474
Running  1006 Iterations, The Training Error rate is  25.5  and the Test Error rate is  32.6315789474
Running  1007 Iterations, The Training Error rate is  25.4  and the Test Error rate is  32.5
Running  1008 Iterations, The Training Error rate is  25.45  and the Test Error rate is  32.5
Running  1009 Iterations, The Training Error rate is  25.3  and the Test Error rate is  32.3684210526
Running  1010 Iterations, The Training Error rate is  25.35  and the Test Error rate is  32.3684210526
Running  1011 Iterations, The Training Error rate is  25.25  and the Test Error rate is  32.1052631579
Running  1012 Iterations, The Training Error rate is  25.3  and the Test Error rate is  32.1052631579
Running  1013 Iterations, The Training Error rate is  25.2  and the Test Error rate is  31.7105263158
Running  1014 Iterations, The Training Error rate is  25.1  and the Test Error rate is  31.7105263158
Running  1015 Iterations, The Training Error rate is  25.0  and the Test Error rate is  31.3157894737
Running  1016 Iterations, The Training Error rate is  24.85  and the Test Error rate is  31.3157894737
Running  1017 Iterations, The Training Error rate is  24.8  and the Test Error rate is  30.9210526316
Running  1018 Iterations, The Training Error rate is  24.7  and the Test Error rate is  30.9210526316
Running  1019 Iterations, The Training Error rate is  24.65  and the Test Error rate is  30.5263157895
Running  1020 Iterations, The Training Error rate is  24.65  and the Test Error rate is  30.5263157895
Running  1021 Iterations, The Training Error rate is  24.5  and the Test Error rate is  30.2631578947
Running  1022 Iterations, The Training Error rate is  24.45  and the Test Error rate is  30.2631578947
Running  1023 Iterations, The Training Error rate is  24.4  and the Test Error rate is  30.2631578947
Running  1024 Iterations, The Training Error rate is  24.35  and the Test Error rate is  30.2631578947
Running  1025 Iterations, The Training Error rate is  24.3  and the Test Error rate is  30.2631578947
Running  1026 Iterations, The Training Error rate is  24.3  and the Test Error rate is  30.2631578947
Running  1027 Iterations, The Training Error rate is  24.15  and the Test Error rate is  30.2631578947
Running  1028 Iterations, The Training Error rate is  24.15  and the Test Error rate is  30.2631578947
Running  1029 Iterations, The Training Error rate is  24.05  and the Test Error rate is  30.2631578947
Running  1030 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1031 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1032 Iterations, The Training Error rate is  23.95  and the Test Error rate is  30.2631578947
Running  1033 Iterations, The Training Error rate is  23.85  and the Test Error rate is  30.2631578947
Running  1034 Iterations, The Training Error rate is  23.8  and the Test Error rate is  30.2631578947
Running  1035 Iterations, The Training Error rate is  23.7  and the Test Error rate is  30.2631578947
Running  1036 Iterations, The Training Error rate is  23.65  and the Test Error rate is  30.2631578947
Running  1037 Iterations, The Training Error rate is  23.65  and the Test Error rate is  30.2631578947
Running  1038 Iterations, The Training Error rate is  23.6  and the Test Error rate is  30.2631578947
Running  1039 Iterations, The Training Error rate is  23.6  and the Test Error rate is  30.2631578947
Running  1040 Iterations, The Training Error rate is  23.6  and the Test Error rate is  30.2631578947
Running  1041 Iterations, The Training Error rate is  23.6  and the Test Error rate is  30.3947368421
Running  1042 Iterations, The Training Error rate is  23.6  and the Test Error rate is  30.3947368421
Running  1043 Iterations, The Training Error rate is  23.6  and the Test Error rate is  30.3947368421
Running  1044 Iterations, The Training Error rate is  23.6  and the Test Error rate is  30.3947368421
Running  1045 Iterations, The Training Error rate is  23.6  and the Test Error rate is  30.3947368421
Running  1046 Iterations, The Training Error rate is  23.6  and the Test Error rate is  30.3947368421
Running  1047 Iterations, The Training Error rate is  23.6  and the Test Error rate is  30.5263157895
Running  1048 Iterations, The Training Error rate is  23.6  and the Test Error rate is  30.5263157895
Running  1049 Iterations, The Training Error rate is  23.6  and the Test Error rate is  30.6578947368
Running  1050 Iterations, The Training Error rate is  23.55  and the Test Error rate is  30.5263157895
Running  1051 Iterations, The Training Error rate is  23.55  and the Test Error rate is  30.5263157895
Running  1052 Iterations, The Training Error rate is  23.55  and the Test Error rate is  30.3947368421
Running  1053 Iterations, The Training Error rate is  23.45  and the Test Error rate is  30.5263157895
Running  1054 Iterations, The Training Error rate is  23.45  and the Test Error rate is  30.3947368421
Running  1055 Iterations, The Training Error rate is  23.35  and the Test Error rate is  30.5263157895
Running  1056 Iterations, The Training Error rate is  23.35  and the Test Error rate is  30.3947368421
Running  1057 Iterations, The Training Error rate is  23.25  and the Test Error rate is  30.2631578947
Running  1058 Iterations, The Training Error rate is  23.3  and the Test Error rate is  30.1315789474
Running  1059 Iterations, The Training Error rate is  23.15  and the Test Error rate is  29.7368421053
Running  1060 Iterations, The Training Error rate is  23.25  and the Test Error rate is  29.7368421053
Running  1061 Iterations, The Training Error rate is  23.0  and the Test Error rate is  29.3421052632
Running  1062 Iterations, The Training Error rate is  23.0  and the Test Error rate is  29.3421052632
Running  1063 Iterations, The Training Error rate is  22.85  and the Test Error rate is  28.9473684211
Running  1064 Iterations, The Training Error rate is  22.85  and the Test Error rate is  28.9473684211
Running  1065 Iterations, The Training Error rate is  22.7  and the Test Error rate is  28.5526315789
Running  1066 Iterations, The Training Error rate is  22.7  and the Test Error rate is  28.5526315789
Running  1067 Iterations, The Training Error rate is  22.5  and the Test Error rate is  28.2894736842
Running  1068 Iterations, The Training Error rate is  22.45  and the Test Error rate is  28.2894736842
Running  1069 Iterations, The Training Error rate is  22.3  and the Test Error rate is  28.2894736842
Running  1070 Iterations, The Training Error rate is  22.2  and the Test Error rate is  28.1578947368
Running  1071 Iterations, The Training Error rate is  22.15  and the Test Error rate is  28.1578947368
Running  1072 Iterations, The Training Error rate is  22.15  and the Test Error rate is  28.0263157895
Running  1073 Iterations, The Training Error rate is  22.15  and the Test Error rate is  28.0263157895
Running  1074 Iterations, The Training Error rate is  22.1  and the Test Error rate is  27.8947368421
Running  1075 Iterations, The Training Error rate is  22.15  and the Test Error rate is  28.2894736842
Running  1076 Iterations, The Training Error rate is  22.1  and the Test Error rate is  28.1578947368
Running  1077 Iterations, The Training Error rate is  22.2  and the Test Error rate is  28.4210526316
Running  1078 Iterations, The Training Error rate is  22.1  and the Test Error rate is  28.2894736842
Running  1079 Iterations, The Training Error rate is  22.15  and the Test Error rate is  28.5526315789
Running  1080 Iterations, The Training Error rate is  22.1  and the Test Error rate is  28.5526315789
Running  1081 Iterations, The Training Error rate is  22.15  and the Test Error rate is  28.5526315789
Running  1082 Iterations, The Training Error rate is  22.0  and the Test Error rate is  28.5526315789
Running  1083 Iterations, The Training Error rate is  22.0  and the Test Error rate is  28.5526315789
Running  1084 Iterations, The Training Error rate is  22.0  and the Test Error rate is  28.5526315789
Running  1085 Iterations, The Training Error rate is  21.95  and the Test Error rate is  28.1578947368
Running  1086 Iterations, The Training Error rate is  21.9  and the Test Error rate is  28.1578947368
Running  1087 Iterations, The Training Error rate is  21.8  and the Test Error rate is  27.8947368421
Running  1088 Iterations, The Training Error rate is  21.75  and the Test Error rate is  27.8947368421
Running  1089 Iterations, The Training Error rate is  21.7  and the Test Error rate is  27.6315789474
Running  1090 Iterations, The Training Error rate is  21.65  and the Test Error rate is  27.6315789474
Running  1091 Iterations, The Training Error rate is  21.65  and the Test Error rate is  27.6315789474
Running  1092 Iterations, The Training Error rate is  21.6  and the Test Error rate is  27.6315789474
Running  1093 Iterations, The Training Error rate is  21.65  and the Test Error rate is  27.8947368421
Running  1094 Iterations, The Training Error rate is  21.55  and the Test Error rate is  27.8947368421
Running  1095 Iterations, The Training Error rate is  21.65  and the Test Error rate is  28.1578947368
Running  1096 Iterations, The Training Error rate is  21.6  and the Test Error rate is  28.1578947368
Running  1097 Iterations, The Training Error rate is  21.7  and the Test Error rate is  28.4210526316
Running  1098 Iterations, The Training Error rate is  21.7  and the Test Error rate is  28.4210526316
Running  1099 Iterations, The Training Error rate is  21.8  and the Test Error rate is  28.6842105263
Running  1100 Iterations, The Training Error rate is  21.8  and the Test Error rate is  28.6842105263
Running  1101 Iterations, The Training Error rate is  21.7  and the Test Error rate is  28.8157894737
Running  1102 Iterations, The Training Error rate is  21.75  and the Test Error rate is  28.8157894737
Running  1103 Iterations, The Training Error rate is  21.6  and the Test Error rate is  28.5526315789
Running  1104 Iterations, The Training Error rate is  21.6  and the Test Error rate is  28.5526315789
Running  1105 Iterations, The Training Error rate is  21.45  and the Test Error rate is  28.1578947368
Running  1106 Iterations, The Training Error rate is  21.45  and the Test Error rate is  28.1578947368
Running  1107 Iterations, The Training Error rate is  21.45  and the Test Error rate is  27.8947368421
Running  1108 Iterations, The Training Error rate is  21.4  and the Test Error rate is  27.8947368421
Running  1109 Iterations, The Training Error rate is  21.4  and the Test Error rate is  27.7631578947
Running  1110 Iterations, The Training Error rate is  21.25  and the Test Error rate is  27.6315789474
Running  1111 Iterations, The Training Error rate is  21.4  and the Test Error rate is  27.6315789474
Running  1112 Iterations, The Training Error rate is  21.25  and the Test Error rate is  27.5
Running  1113 Iterations, The Training Error rate is  21.5  and the Test Error rate is  27.6315789474
Running  1114 Iterations, The Training Error rate is  21.45  and the Test Error rate is  27.5
Running  1115 Iterations, The Training Error rate is  21.55  and the Test Error rate is  27.7631578947
Running  1116 Iterations, The Training Error rate is  21.45  and the Test Error rate is  27.6315789474
Running  1117 Iterations, The Training Error rate is  21.4  and the Test Error rate is  27.6315789474
Running  1118 Iterations, The Training Error rate is  21.35  and the Test Error rate is  27.5
Running  1119 Iterations, The Training Error rate is  21.25  and the Test Error rate is  27.3684210526
Running  1120 Iterations, The Training Error rate is  21.3  and the Test Error rate is  27.3684210526
Running  1121 Iterations, The Training Error rate is  21.1  and the Test Error rate is  26.8421052632
Running  1122 Iterations, The Training Error rate is  21.15  and the Test Error rate is  26.8421052632
Running  1123 Iterations, The Training Error rate is  20.85  and the Test Error rate is  26.3157894737
Running  1124 Iterations, The Training Error rate is  20.8  and the Test Error rate is  26.3157894737
Running  1125 Iterations, The Training Error rate is  20.75  and the Test Error rate is  26.1842105263
Running  1126 Iterations, The Training Error rate is  20.75  and the Test Error rate is  26.1842105263
Running  1127 Iterations, The Training Error rate is  20.75  and the Test Error rate is  25.9210526316
Running  1128 Iterations, The Training Error rate is  20.75  and the Test Error rate is  26.0526315789
Running  1129 Iterations, The Training Error rate is  20.7  and the Test Error rate is  25.7894736842
Running  1130 Iterations, The Training Error rate is  20.65  and the Test Error rate is  25.9210526316
Running  1131 Iterations, The Training Error rate is  20.7  and the Test Error rate is  26.0526315789
Running  1132 Iterations, The Training Error rate is  20.65  and the Test Error rate is  26.1842105263
Running  1133 Iterations, The Training Error rate is  20.7  and the Test Error rate is  26.3157894737
Running  1134 Iterations, The Training Error rate is  20.75  and the Test Error rate is  26.3157894737
Running  1135 Iterations, The Training Error rate is  20.6  and the Test Error rate is  26.0526315789
Running  1136 Iterations, The Training Error rate is  20.6  and the Test Error rate is  26.0526315789
Running  1137 Iterations, The Training Error rate is  20.4  and the Test Error rate is  25.9210526316
Running  1138 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.6578947368
Running  1139 Iterations, The Training Error rate is  20.35  and the Test Error rate is  25.6578947368
Running  1140 Iterations, The Training Error rate is  20.35  and the Test Error rate is  25.3947368421
Running  1141 Iterations, The Training Error rate is  20.25  and the Test Error rate is  25.3947368421
Running  1142 Iterations, The Training Error rate is  20.3  and the Test Error rate is  25.1315789474
Running  1143 Iterations, The Training Error rate is  20.15  and the Test Error rate is  25.1315789474
Running  1144 Iterations, The Training Error rate is  20.1  and the Test Error rate is  25.0
Running  1145 Iterations, The Training Error rate is  20.0  and the Test Error rate is  25.0
Running  1146 Iterations, The Training Error rate is  20.05  and the Test Error rate is  24.8684210526
Running  1147 Iterations, The Training Error rate is  20.0  and the Test Error rate is  24.8684210526
Running  1148 Iterations, The Training Error rate is  19.95  and the Test Error rate is  24.8684210526
Running  1149 Iterations, The Training Error rate is  19.9  and the Test Error rate is  24.7368421053
Running  1150 Iterations, The Training Error rate is  20.0  and the Test Error rate is  24.7368421053
Running  1151 Iterations, The Training Error rate is  19.9  and the Test Error rate is  24.6052631579
Running  1152 Iterations, The Training Error rate is  19.9  and the Test Error rate is  24.6052631579
Running  1153 Iterations, The Training Error rate is  19.85  and the Test Error rate is  24.4736842105
Running  1154 Iterations, The Training Error rate is  19.9  and the Test Error rate is  24.6052631579
Running  1155 Iterations, The Training Error rate is  19.85  and the Test Error rate is  24.4736842105
Running  1156 Iterations, The Training Error rate is  19.8  and the Test Error rate is  24.6052631579
Running  1157 Iterations, The Training Error rate is  19.75  and the Test Error rate is  24.6052631579
Running  1158 Iterations, The Training Error rate is  19.8  and the Test Error rate is  24.7368421053
Running  1159 Iterations, The Training Error rate is  19.7  and the Test Error rate is  24.7368421053
Running  1160 Iterations, The Training Error rate is  19.6  and the Test Error rate is  24.8684210526
Running  1161 Iterations, The Training Error rate is  19.55  and the Test Error rate is  24.8684210526
Running  1162 Iterations, The Training Error rate is  19.55  and the Test Error rate is  25.0
Running  1163 Iterations, The Training Error rate is  19.45  and the Test Error rate is  25.0
Running  1164 Iterations, The Training Error rate is  19.45  and the Test Error rate is  25.0
Running  1165 Iterations, The Training Error rate is  19.35  and the Test Error rate is  25.0
Running  1166 Iterations, The Training Error rate is  19.35  and the Test Error rate is  25.0
Running  1167 Iterations, The Training Error rate is  19.25  and the Test Error rate is  25.0
Running  1168 Iterations, The Training Error rate is  19.25  and the Test Error rate is  25.0
Running  1169 Iterations, The Training Error rate is  19.2  and the Test Error rate is  25.0
Running  1170 Iterations, The Training Error rate is  19.2  and the Test Error rate is  25.0
Running  1171 Iterations, The Training Error rate is  19.15  and the Test Error rate is  25.0
Running  1172 Iterations, The Training Error rate is  19.15  and the Test Error rate is  25.1315789474
Running  1173 Iterations, The Training Error rate is  19.15  and the Test Error rate is  25.1315789474
Running  1174 Iterations, The Training Error rate is  19.15  and the Test Error rate is  25.2631578947
Running  1175 Iterations, The Training Error rate is  19.15  and the Test Error rate is  25.2631578947
Running  1176 Iterations, The Training Error rate is  19.15  and the Test Error rate is  25.3947368421
Running  1177 Iterations, The Training Error rate is  19.2  and the Test Error rate is  25.5263157895
Running  1178 Iterations, The Training Error rate is  19.15  and the Test Error rate is  25.6578947368
Running  1179 Iterations, The Training Error rate is  19.15  and the Test Error rate is  25.6578947368
Running  1180 Iterations, The Training Error rate is  19.2  and the Test Error rate is  25.9210526316
Running  1181 Iterations, The Training Error rate is  19.2  and the Test Error rate is  25.9210526316
Running  1182 Iterations, The Training Error rate is  19.2  and the Test Error rate is  26.0526315789
Running  1183 Iterations, The Training Error rate is  19.2  and the Test Error rate is  26.0526315789
Running  1184 Iterations, The Training Error rate is  19.2  and the Test Error rate is  26.0526315789
Running  1185 Iterations, The Training Error rate is  19.2  and the Test Error rate is  26.0526315789
Running  1186 Iterations, The Training Error rate is  19.3  and the Test Error rate is  26.1842105263
Running  1187 Iterations, The Training Error rate is  19.2  and the Test Error rate is  26.0526315789
Running  1188 Iterations, The Training Error rate is  19.25  and the Test Error rate is  26.0526315789
Running  1189 Iterations, The Training Error rate is  19.35  and the Test Error rate is  26.0526315789
Running  1190 Iterations, The Training Error rate is  19.4  and the Test Error rate is  26.0526315789
Running  1191 Iterations, The Training Error rate is  19.4  and the Test Error rate is  25.9210526316
Running  1192 Iterations, The Training Error rate is  19.35  and the Test Error rate is  25.6578947368
Running  1193 Iterations, The Training Error rate is  19.45  and the Test Error rate is  25.7894736842
Running  1194 Iterations, The Training Error rate is  19.4  and the Test Error rate is  25.7894736842
Running  1195 Iterations, The Training Error rate is  19.4  and the Test Error rate is  25.7894736842
Running  1196 Iterations, The Training Error rate is  19.3  and the Test Error rate is  25.6578947368
Running  1197 Iterations, The Training Error rate is  19.55  and the Test Error rate is  25.6578947368
Running  1198 Iterations, The Training Error rate is  19.5  and the Test Error rate is  25.5263157895
Running  1199 Iterations, The Training Error rate is  19.5  and the Test Error rate is  25.5263157895
Running  1200 Iterations, The Training Error rate is  19.45  and the Test Error rate is  25.2631578947
Running  1201 Iterations, The Training Error rate is  19.55  and the Test Error rate is  25.3947368421
Running  1202 Iterations, The Training Error rate is  19.6  and the Test Error rate is  25.3947368421
Running  1203 Iterations, The Training Error rate is  19.6  and the Test Error rate is  25.2631578947
Running  1204 Iterations, The Training Error rate is  19.6  and the Test Error rate is  25.1315789474
Running  1205 Iterations, The Training Error rate is  19.7  and the Test Error rate is  25.1315789474
Running  1206 Iterations, The Training Error rate is  19.75  and the Test Error rate is  25.0
Running  1207 Iterations, The Training Error rate is  19.65  and the Test Error rate is  25.0
Running  1208 Iterations, The Training Error rate is  19.75  and the Test Error rate is  25.2631578947
Running  1209 Iterations, The Training Error rate is  19.8  and the Test Error rate is  25.2631578947
Running  1210 Iterations, The Training Error rate is  19.85  and the Test Error rate is  25.2631578947
Running  1211 Iterations, The Training Error rate is  19.8  and the Test Error rate is  25.2631578947
Running  1212 Iterations, The Training Error rate is  19.8  and the Test Error rate is  25.3947368421
Running  1213 Iterations, The Training Error rate is  19.8  and the Test Error rate is  25.3947368421
Running  1214 Iterations, The Training Error rate is  20.0  and the Test Error rate is  25.5263157895
Running  1215 Iterations, The Training Error rate is  20.0  and the Test Error rate is  25.5263157895
Running  1216 Iterations, The Training Error rate is  20.05  and the Test Error rate is  25.6578947368
Running  1217 Iterations, The Training Error rate is  20.05  and the Test Error rate is  25.6578947368
Running  1218 Iterations, The Training Error rate is  20.15  and the Test Error rate is  25.5263157895
Running  1219 Iterations, The Training Error rate is  20.1  and the Test Error rate is  25.5263157895
Running  1220 Iterations, The Training Error rate is  20.15  and the Test Error rate is  25.6578947368
Running  1221 Iterations, The Training Error rate is  20.25  and the Test Error rate is  25.6578947368
Running  1222 Iterations, The Training Error rate is  20.4  and the Test Error rate is  25.7894736842
Running  1223 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.6578947368
Running  1224 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.7894736842
Running  1225 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.6578947368
Running  1226 Iterations, The Training Error rate is  20.55  and the Test Error rate is  25.7894736842
Running  1227 Iterations, The Training Error rate is  20.6  and the Test Error rate is  25.6578947368
Running  1228 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.7894736842
Running  1229 Iterations, The Training Error rate is  20.6  and the Test Error rate is  25.6578947368
Running  1230 Iterations, The Training Error rate is  20.55  and the Test Error rate is  25.7894736842
Running  1231 Iterations, The Training Error rate is  20.55  and the Test Error rate is  25.5263157895
Running  1232 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.5263157895
Running  1233 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.3947368421
Running  1234 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.3947368421
Running  1235 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.2631578947
Running  1236 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.2631578947
Running  1237 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.1315789474
Running  1238 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.1315789474
Running  1239 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.0
Running  1240 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.0
Running  1241 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.0
Running  1242 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.0
Running  1243 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.0
Running  1244 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.0
Running  1245 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.0
Running  1246 Iterations, The Training Error rate is  20.4  and the Test Error rate is  25.0
Running  1247 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.0
Running  1248 Iterations, The Training Error rate is  20.4  and the Test Error rate is  25.0
Running  1249 Iterations, The Training Error rate is  20.35  and the Test Error rate is  25.0
Running  1250 Iterations, The Training Error rate is  20.25  and the Test Error rate is  25.0
Running  1251 Iterations, The Training Error rate is  20.3  and the Test Error rate is  25.1315789474
Running  1252 Iterations, The Training Error rate is  20.2  and the Test Error rate is  25.1315789474
Running  1253 Iterations, The Training Error rate is  20.25  and the Test Error rate is  25.2631578947
Running  1254 Iterations, The Training Error rate is  20.15  and the Test Error rate is  25.2631578947
Running  1255 Iterations, The Training Error rate is  20.25  and the Test Error rate is  25.5263157895
Running  1256 Iterations, The Training Error rate is  20.2  and the Test Error rate is  25.5263157895
Running  1257 Iterations, The Training Error rate is  20.2  and the Test Error rate is  25.6578947368
Running  1258 Iterations, The Training Error rate is  20.2  and the Test Error rate is  25.6578947368
Running  1259 Iterations, The Training Error rate is  20.2  and the Test Error rate is  25.7894736842
Running  1260 Iterations, The Training Error rate is  20.2  and the Test Error rate is  25.7894736842
Running  1261 Iterations, The Training Error rate is  20.25  and the Test Error rate is  25.7894736842
Running  1262 Iterations, The Training Error rate is  20.25  and the Test Error rate is  25.7894736842
Running  1263 Iterations, The Training Error rate is  20.2  and the Test Error rate is  25.7894736842
Running  1264 Iterations, The Training Error rate is  20.15  and the Test Error rate is  25.7894736842
Running  1265 Iterations, The Training Error rate is  20.1  and the Test Error rate is  25.6578947368
Running  1266 Iterations, The Training Error rate is  20.15  and the Test Error rate is  25.6578947368
Running  1267 Iterations, The Training Error rate is  20.15  and the Test Error rate is  25.6578947368
Running  1268 Iterations, The Training Error rate is  20.1  and the Test Error rate is  25.6578947368
Running  1269 Iterations, The Training Error rate is  20.1  and the Test Error rate is  25.6578947368
Running  1270 Iterations, The Training Error rate is  20.15  and the Test Error rate is  25.6578947368
Running  1271 Iterations, The Training Error rate is  20.05  and the Test Error rate is  25.7894736842
Running  1272 Iterations, The Training Error rate is  20.05  and the Test Error rate is  25.7894736842
Running  1273 Iterations, The Training Error rate is  20.15  and the Test Error rate is  26.0526315789
Running  1274 Iterations, The Training Error rate is  20.15  and the Test Error rate is  26.0526315789
Running  1275 Iterations, The Training Error rate is  20.15  and the Test Error rate is  26.0526315789
Running  1276 Iterations, The Training Error rate is  20.2  and the Test Error rate is  26.0526315789
Running  1277 Iterations, The Training Error rate is  20.15  and the Test Error rate is  26.1842105263
Running  1278 Iterations, The Training Error rate is  20.2  and the Test Error rate is  26.1842105263
Running  1279 Iterations, The Training Error rate is  20.15  and the Test Error rate is  26.3157894737
Running  1280 Iterations, The Training Error rate is  20.2  and the Test Error rate is  26.3157894737
Running  1281 Iterations, The Training Error rate is  20.2  and the Test Error rate is  26.3157894737
Running  1282 Iterations, The Training Error rate is  20.2  and the Test Error rate is  26.3157894737
Running  1283 Iterations, The Training Error rate is  20.1  and the Test Error rate is  26.1842105263
Running  1284 Iterations, The Training Error rate is  20.05  and the Test Error rate is  26.1842105263
Running  1285 Iterations, The Training Error rate is  20.0  and the Test Error rate is  26.4473684211
Running  1286 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.4473684211
Running  1287 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.5789473684
Running  1288 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.5789473684
Running  1289 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.5789473684
Running  1290 Iterations, The Training Error rate is  19.9  and the Test Error rate is  26.5789473684
Running  1291 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.5789473684
Running  1292 Iterations, The Training Error rate is  19.9  and the Test Error rate is  26.5789473684
Running  1293 Iterations, The Training Error rate is  19.9  and the Test Error rate is  26.7105263158
Running  1294 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.7105263158
Running  1295 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.5789473684
Running  1296 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.7105263158
Running  1297 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.5789473684
Running  1298 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.7105263158
Running  1299 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.7105263158
Running  1300 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.8421052632
Running  1301 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.8421052632
Running  1302 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.9736842105
Running  1303 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.8421052632
Running  1304 Iterations, The Training Error rate is  20.0  and the Test Error rate is  26.9736842105
Running  1305 Iterations, The Training Error rate is  20.0  and the Test Error rate is  26.9736842105
Running  1306 Iterations, The Training Error rate is  20.05  and the Test Error rate is  26.9736842105
Running  1307 Iterations, The Training Error rate is  20.05  and the Test Error rate is  26.9736842105
Running  1308 Iterations, The Training Error rate is  20.1  and the Test Error rate is  26.9736842105
Running  1309 Iterations, The Training Error rate is  20.1  and the Test Error rate is  26.9736842105
Running  1310 Iterations, The Training Error rate is  20.1  and the Test Error rate is  26.9736842105
Running  1311 Iterations, The Training Error rate is  20.1  and the Test Error rate is  27.1052631579
Running  1312 Iterations, The Training Error rate is  20.1  and the Test Error rate is  27.1052631579
Running  1313 Iterations, The Training Error rate is  20.1  and the Test Error rate is  27.2368421053
Running  1314 Iterations, The Training Error rate is  20.15  and the Test Error rate is  27.2368421053
Running  1315 Iterations, The Training Error rate is  20.15  and the Test Error rate is  27.3684210526
Running  1316 Iterations, The Training Error rate is  20.15  and the Test Error rate is  27.3684210526
Running  1317 Iterations, The Training Error rate is  20.15  and the Test Error rate is  27.5
Running  1318 Iterations, The Training Error rate is  20.1  and the Test Error rate is  27.5
Running  1319 Iterations, The Training Error rate is  20.1  and the Test Error rate is  27.5
Running  1320 Iterations, The Training Error rate is  20.2  and the Test Error rate is  27.5
Running  1321 Iterations, The Training Error rate is  20.15  and the Test Error rate is  27.3684210526
Running  1322 Iterations, The Training Error rate is  20.25  and the Test Error rate is  27.3684210526
Running  1323 Iterations, The Training Error rate is  20.25  and the Test Error rate is  27.2368421053
Running  1324 Iterations, The Training Error rate is  20.3  and the Test Error rate is  27.3684210526
Running  1325 Iterations, The Training Error rate is  20.3  and the Test Error rate is  27.2368421053
Running  1326 Iterations, The Training Error rate is  20.4  and the Test Error rate is  27.3684210526
Running  1327 Iterations, The Training Error rate is  20.4  and the Test Error rate is  27.2368421053
Running  1328 Iterations, The Training Error rate is  20.5  and the Test Error rate is  27.3684210526
Running  1329 Iterations, The Training Error rate is  20.55  and the Test Error rate is  27.3684210526
Running  1330 Iterations, The Training Error rate is  20.5  and the Test Error rate is  27.5
Running  1331 Iterations, The Training Error rate is  20.5  and the Test Error rate is  27.5
Running  1332 Iterations, The Training Error rate is  20.5  and the Test Error rate is  27.6315789474
Running  1333 Iterations, The Training Error rate is  20.55  and the Test Error rate is  27.6315789474
Running  1334 Iterations, The Training Error rate is  20.6  and the Test Error rate is  27.5
Running  1335 Iterations, The Training Error rate is  20.6  and the Test Error rate is  27.5
Running  1336 Iterations, The Training Error rate is  20.5  and the Test Error rate is  27.5
Running  1337 Iterations, The Training Error rate is  20.5  and the Test Error rate is  27.5
Running  1338 Iterations, The Training Error rate is  20.6  and the Test Error rate is  27.5
Running  1339 Iterations, The Training Error rate is  20.5  and the Test Error rate is  27.3684210526
Running  1340 Iterations, The Training Error rate is  20.55  and the Test Error rate is  27.3684210526
Running  1341 Iterations, The Training Error rate is  20.45  and the Test Error rate is  27.2368421053
Running  1342 Iterations, The Training Error rate is  20.55  and the Test Error rate is  27.2368421053
Running  1343 Iterations, The Training Error rate is  20.4  and the Test Error rate is  27.1052631579
Running  1344 Iterations, The Training Error rate is  20.35  and the Test Error rate is  27.2368421053
Running  1345 Iterations, The Training Error rate is  20.25  and the Test Error rate is  27.1052631579
Running  1346 Iterations, The Training Error rate is  20.3  and the Test Error rate is  27.1052631579
Running  1347 Iterations, The Training Error rate is  20.2  and the Test Error rate is  26.9736842105
Running  1348 Iterations, The Training Error rate is  20.05  and the Test Error rate is  26.9736842105
Running  1349 Iterations, The Training Error rate is  20.05  and the Test Error rate is  26.9736842105
Running  1350 Iterations, The Training Error rate is  20.1  and the Test Error rate is  26.9736842105
Running  1351 Iterations, The Training Error rate is  20.1  and the Test Error rate is  26.9736842105
Running  1352 Iterations, The Training Error rate is  20.0  and the Test Error rate is  26.9736842105
Running  1353 Iterations, The Training Error rate is  20.0  and the Test Error rate is  26.9736842105
Running  1354 Iterations, The Training Error rate is  20.1  and the Test Error rate is  26.9736842105
Running  1355 Iterations, The Training Error rate is  20.1  and the Test Error rate is  26.9736842105
Running  1356 Iterations, The Training Error rate is  20.15  and the Test Error rate is  26.9736842105
Running  1357 Iterations, The Training Error rate is  20.15  and the Test Error rate is  26.9736842105
Running  1358 Iterations, The Training Error rate is  20.3  and the Test Error rate is  26.9736842105
Running  1359 Iterations, The Training Error rate is  20.25  and the Test Error rate is  26.8421052632
Running  1360 Iterations, The Training Error rate is  20.3  and the Test Error rate is  26.8421052632
Running  1361 Iterations, The Training Error rate is  20.3  and the Test Error rate is  26.7105263158
Running  1362 Iterations, The Training Error rate is  20.4  and the Test Error rate is  26.7105263158
Running  1363 Iterations, The Training Error rate is  20.45  and the Test Error rate is  26.5789473684
Running  1364 Iterations, The Training Error rate is  20.4  and the Test Error rate is  26.5789473684
Running  1365 Iterations, The Training Error rate is  20.4  and the Test Error rate is  26.4473684211
Running  1366 Iterations, The Training Error rate is  20.45  and the Test Error rate is  26.4473684211
Running  1367 Iterations, The Training Error rate is  20.45  and the Test Error rate is  26.3157894737
Running  1368 Iterations, The Training Error rate is  20.4  and the Test Error rate is  26.3157894737
Running  1369 Iterations, The Training Error rate is  20.4  and the Test Error rate is  26.3157894737
Running  1370 Iterations, The Training Error rate is  20.4  and the Test Error rate is  26.3157894737
Running  1371 Iterations, The Training Error rate is  20.4  and the Test Error rate is  26.1842105263
Running  1372 Iterations, The Training Error rate is  20.4  and the Test Error rate is  26.1842105263
Running  1373 Iterations, The Training Error rate is  20.4  and the Test Error rate is  26.0526315789
Running  1374 Iterations, The Training Error rate is  20.45  and the Test Error rate is  26.0526315789
Running  1375 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.9210526316
Running  1376 Iterations, The Training Error rate is  20.4  and the Test Error rate is  25.9210526316
Running  1377 Iterations, The Training Error rate is  20.4  and the Test Error rate is  25.7894736842
Running  1378 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.7894736842
Running  1379 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.6578947368
Running  1380 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.7894736842
Running  1381 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.7894736842
Running  1382 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.9210526316
Running  1383 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.9210526316
Running  1384 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.9210526316
Running  1385 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.9210526316
Running  1386 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.9210526316
Running  1387 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.9210526316
Running  1388 Iterations, The Training Error rate is  20.45  and the Test Error rate is  26.0526315789
Running  1389 Iterations, The Training Error rate is  20.4  and the Test Error rate is  26.0526315789
Running  1390 Iterations, The Training Error rate is  20.4  and the Test Error rate is  26.0526315789
Running  1391 Iterations, The Training Error rate is  20.4  and the Test Error rate is  26.0526315789
Running  1392 Iterations, The Training Error rate is  20.45  and the Test Error rate is  26.0526315789
Running  1393 Iterations, The Training Error rate is  20.35  and the Test Error rate is  26.0526315789
Running  1394 Iterations, The Training Error rate is  20.45  and the Test Error rate is  26.1842105263
Running  1395 Iterations, The Training Error rate is  20.4  and the Test Error rate is  26.1842105263
Running  1396 Iterations, The Training Error rate is  20.55  and the Test Error rate is  26.3157894737
Running  1397 Iterations, The Training Error rate is  20.5  and the Test Error rate is  26.3157894737
Running  1398 Iterations, The Training Error rate is  20.55  and the Test Error rate is  26.3157894737
Running  1399 Iterations, The Training Error rate is  20.6  and the Test Error rate is  26.3157894737
Running  1400 Iterations, The Training Error rate is  20.65  and the Test Error rate is  26.3157894737
Running  1401 Iterations, The Training Error rate is  20.6  and the Test Error rate is  26.3157894737
Running  1402 Iterations, The Training Error rate is  20.7  and the Test Error rate is  26.3157894737
Running  1403 Iterations, The Training Error rate is  20.75  and the Test Error rate is  26.3157894737
Running  1404 Iterations, The Training Error rate is  20.7  and the Test Error rate is  26.3157894737
Running  1405 Iterations, The Training Error rate is  20.7  and the Test Error rate is  26.3157894737
Running  1406 Iterations, The Training Error rate is  20.7  and the Test Error rate is  26.3157894737
Running  1407 Iterations, The Training Error rate is  20.7  and the Test Error rate is  26.3157894737
Running  1408 Iterations, The Training Error rate is  20.7  and the Test Error rate is  26.3157894737
Running  1409 Iterations, The Training Error rate is  20.7  and the Test Error rate is  26.1842105263
Running  1410 Iterations, The Training Error rate is  20.7  and the Test Error rate is  26.1842105263
Running  1411 Iterations, The Training Error rate is  20.7  and the Test Error rate is  26.0526315789
Running  1412 Iterations, The Training Error rate is  20.7  and the Test Error rate is  26.0526315789
Running  1413 Iterations, The Training Error rate is  20.7  and the Test Error rate is  25.9210526316
Running  1414 Iterations, The Training Error rate is  20.7  and the Test Error rate is  25.9210526316
Running  1415 Iterations, The Training Error rate is  20.7  and the Test Error rate is  25.7894736842
Running  1416 Iterations, The Training Error rate is  20.7  and the Test Error rate is  25.7894736842
Running  1417 Iterations, The Training Error rate is  20.7  and the Test Error rate is  25.6578947368
Running  1418 Iterations, The Training Error rate is  20.7  and the Test Error rate is  25.6578947368
Running  1419 Iterations, The Training Error rate is  20.7  and the Test Error rate is  25.6578947368
Running  1420 Iterations, The Training Error rate is  20.7  and the Test Error rate is  25.6578947368
Running  1421 Iterations, The Training Error rate is  20.7  and the Test Error rate is  25.6578947368
Running  1422 Iterations, The Training Error rate is  20.7  and the Test Error rate is  25.6578947368
Running  1423 Iterations, The Training Error rate is  20.65  and the Test Error rate is  25.6578947368
Running  1424 Iterations, The Training Error rate is  20.65  and the Test Error rate is  25.6578947368
Running  1425 Iterations, The Training Error rate is  20.6  and the Test Error rate is  25.6578947368
Running  1426 Iterations, The Training Error rate is  20.6  and the Test Error rate is  25.6578947368
Running  1427 Iterations, The Training Error rate is  20.55  and the Test Error rate is  25.6578947368
Running  1428 Iterations, The Training Error rate is  20.55  and the Test Error rate is  25.6578947368
Running  1429 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.6578947368
Running  1430 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.6578947368
Running  1431 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.6578947368
Running  1432 Iterations, The Training Error rate is  20.55  and the Test Error rate is  25.6578947368
Running  1433 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.6578947368
Running  1434 Iterations, The Training Error rate is  20.55  and the Test Error rate is  25.6578947368
Running  1435 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.6578947368
Running  1436 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.6578947368
Running  1437 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.6578947368
Running  1438 Iterations, The Training Error rate is  20.45  and the Test Error rate is  25.6578947368
Running  1439 Iterations, The Training Error rate is  20.4  and the Test Error rate is  25.6578947368
Running  1440 Iterations, The Training Error rate is  20.35  and the Test Error rate is  25.6578947368
Running  1441 Iterations, The Training Error rate is  20.2  and the Test Error rate is  25.6578947368
Running  1442 Iterations, The Training Error rate is  20.1  and the Test Error rate is  25.6578947368
Running  1443 Iterations, The Training Error rate is  20.0  and the Test Error rate is  25.6578947368
Running  1444 Iterations, The Training Error rate is  19.9  and the Test Error rate is  25.6578947368
Running  1445 Iterations, The Training Error rate is  19.95  and the Test Error rate is  25.6578947368
Running  1446 Iterations, The Training Error rate is  19.85  and the Test Error rate is  25.6578947368
Running  1447 Iterations, The Training Error rate is  19.85  and the Test Error rate is  25.6578947368
Running  1448 Iterations, The Training Error rate is  19.85  and the Test Error rate is  25.6578947368
Running  1449 Iterations, The Training Error rate is  19.85  and the Test Error rate is  25.6578947368
Running  1450 Iterations, The Training Error rate is  19.8  and the Test Error rate is  25.6578947368
Running  1451 Iterations, The Training Error rate is  19.9  and the Test Error rate is  25.6578947368
Running  1452 Iterations, The Training Error rate is  19.8  and the Test Error rate is  25.6578947368
Running  1453 Iterations, The Training Error rate is  19.85  and the Test Error rate is  25.6578947368
Running  1454 Iterations, The Training Error rate is  19.8  and the Test Error rate is  25.6578947368
Running  1455 Iterations, The Training Error rate is  19.75  and the Test Error rate is  25.6578947368
Running  1456 Iterations, The Training Error rate is  19.7  and the Test Error rate is  25.6578947368
Running  1457 Iterations, The Training Error rate is  19.7  and the Test Error rate is  25.6578947368
Running  1458 Iterations, The Training Error rate is  19.6  and the Test Error rate is  25.6578947368
Running  1459 Iterations, The Training Error rate is  19.7  and the Test Error rate is  25.6578947368
Running  1460 Iterations, The Training Error rate is  19.65  and the Test Error rate is  25.6578947368
Running  1461 Iterations, The Training Error rate is  19.7  and the Test Error rate is  25.6578947368
Running  1462 Iterations, The Training Error rate is  19.7  and the Test Error rate is  25.6578947368
Running  1463 Iterations, The Training Error rate is  19.8  and the Test Error rate is  25.7894736842
Running  1464 Iterations, The Training Error rate is  19.8  and the Test Error rate is  25.7894736842
Running  1465 Iterations, The Training Error rate is  20.0  and the Test Error rate is  25.9210526316
Running  1466 Iterations, The Training Error rate is  20.0  and the Test Error rate is  25.7894736842
Running  1467 Iterations, The Training Error rate is  20.15  and the Test Error rate is  26.1842105263
Running  1468 Iterations, The Training Error rate is  20.05  and the Test Error rate is  26.0526315789
Running  1469 Iterations, The Training Error rate is  20.15  and the Test Error rate is  26.4473684211
Running  1470 Iterations, The Training Error rate is  20.05  and the Test Error rate is  26.3157894737
Running  1471 Iterations, The Training Error rate is  20.15  and the Test Error rate is  26.7105263158
Running  1472 Iterations, The Training Error rate is  20.05  and the Test Error rate is  26.5789473684
Running  1473 Iterations, The Training Error rate is  20.15  and the Test Error rate is  26.8421052632
Running  1474 Iterations, The Training Error rate is  20.05  and the Test Error rate is  26.7105263158
Running  1475 Iterations, The Training Error rate is  20.05  and the Test Error rate is  26.8421052632
Running  1476 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.8421052632
Running  1477 Iterations, The Training Error rate is  20.05  and the Test Error rate is  26.7105263158
Running  1478 Iterations, The Training Error rate is  19.95  and the Test Error rate is  26.7105263158
Running  1479 Iterations, The Training Error rate is  19.7  and the Test Error rate is  26.0526315789
Running  1480 Iterations, The Training Error rate is  19.6  and the Test Error rate is  26.0526315789
Running  1481 Iterations, The Training Error rate is  19.35  and the Test Error rate is  25.3947368421
Running  1482 Iterations, The Training Error rate is  19.3  and the Test Error rate is  25.2631578947
Running  1483 Iterations, The Training Error rate is  19.3  and the Test Error rate is  25.1315789474
Running  1484 Iterations, The Training Error rate is  19.15  and the Test Error rate is  25.0
Running  1485 Iterations, The Training Error rate is  18.9  and the Test Error rate is  24.4736842105
Running  1486 Iterations, The Training Error rate is  18.75  and the Test Error rate is  24.3421052632
Running  1487 Iterations, The Training Error rate is  18.45  and the Test Error rate is  23.8157894737
Running  1488 Iterations, The Training Error rate is  18.35  and the Test Error rate is  23.6842105263
Running  1489 Iterations, The Training Error rate is  18.6  and the Test Error rate is  24.2105263158
Running  1490 Iterations, The Training Error rate is  18.55  and the Test Error rate is  24.0789473684
Running  1491 Iterations, The Training Error rate is  18.55  and the Test Error rate is  24.0789473684
Running  1492 Iterations, The Training Error rate is  18.45  and the Test Error rate is  24.0789473684
Running  1493 Iterations, The Training Error rate is  18.45  and the Test Error rate is  24.0789473684
Running  1494 Iterations, The Training Error rate is  18.45  and the Test Error rate is  24.0789473684
Running  1495 Iterations, The Training Error rate is  18.45  and the Test Error rate is  24.0789473684
Running  1496 Iterations, The Training Error rate is  18.4  and the Test Error rate is  24.0789473684
Running  1497 Iterations, The Training Error rate is  18.7  and the Test Error rate is  24.6052631579
Running  1498 Iterations, The Training Error rate is  18.7  and the Test Error rate is  24.6052631579
Running  1499 Iterations, The Training Error rate is  18.75  and the Test Error rate is  24.6052631579
Running  1500 Iterations, The Training Error rate is  18.75  and the Test Error rate is  24.6052631579
Running  1501 Iterations, The Training Error rate is  18.75  and the Test Error rate is  24.6052631579
Running  1502 Iterations, The Training Error rate is  18.7  and the Test Error rate is  24.6052631579
Running  1503 Iterations, The Training Error rate is  18.7  and the Test Error rate is  24.6052631579
Running  1504 Iterations, The Training Error rate is  18.65  and the Test Error rate is  24.6052631579
Running  1505 Iterations, The Training Error rate is  18.9  and the Test Error rate is  25.1315789474
Running  1506 Iterations, The Training Error rate is  18.9  and the Test Error rate is  25.1315789474
Running  1507 Iterations, The Training Error rate is  18.85  and the Test Error rate is  25.1315789474
Running  1508 Iterations, The Training Error rate is  18.9  and the Test Error rate is  25.2631578947
Running  1509 Iterations, The Training Error rate is  18.55  and the Test Error rate is  24.7368421053
Running  1510 Iterations, The Training Error rate is  18.45  and the Test Error rate is  24.7368421053
Running  1511 Iterations, The Training Error rate is  18.7  and the Test Error rate is  25.1315789474
Running  1512 Iterations, The Training Error rate is  18.65  and the Test Error rate is  25.1315789474
Running  1513 Iterations, The Training Error rate is  18.65  and the Test Error rate is  25.0
Running  1514 Iterations, The Training Error rate is  18.65  and the Test Error rate is  25.1315789474
Running  1515 Iterations, The Training Error rate is  18.35  and the Test Error rate is  24.6052631579
Running  1516 Iterations, The Training Error rate is  18.3  and the Test Error rate is  24.6052631579
Running  1517 Iterations, The Training Error rate is  18.3  and the Test Error rate is  24.4736842105
Running  1518 Iterations, The Training Error rate is  18.2  and the Test Error rate is  24.4736842105
Running  1519 Iterations, The Training Error rate is  18.45  and the Test Error rate is  24.8684210526
Running  1520 Iterations, The Training Error rate is  18.5  and the Test Error rate is  25.0
Running  1521 Iterations, The Training Error rate is  18.2  and the Test Error rate is  24.6052631579
Running  1522 Iterations, The Training Error rate is  18.25  and the Test Error rate is  24.7368421053
Running  1523 Iterations, The Training Error rate is  18.3  and the Test Error rate is  24.8684210526
Running  1524 Iterations, The Training Error rate is  18.3  and the Test Error rate is  24.8684210526
Running  1525 Iterations, The Training Error rate is  18.3  and the Test Error rate is  24.8684210526
Running  1526 Iterations, The Training Error rate is  18.35  and the Test Error rate is  24.8684210526
Running  1527 Iterations, The Training Error rate is  18.35  and the Test Error rate is  25.0
Running  1528 Iterations, The Training Error rate is  18.35  and the Test Error rate is  24.8684210526
Running  1529 Iterations, The Training Error rate is  18.35  and the Test Error rate is  25.0
Running  1530 Iterations, The Training Error rate is  18.35  and the Test Error rate is  25.0
Running  1531 Iterations, The Training Error rate is  18.35  and the Test Error rate is  25.0
Running  1532 Iterations, The Training Error rate is  18.3  and the Test Error rate is  24.8684210526
Running  1533 Iterations, The Training Error rate is  18.15  and the Test Error rate is  24.8684210526
Running  1534 Iterations, The Training Error rate is  18.1  and the Test Error rate is  24.8684210526
Running  1535 Iterations, The Training Error rate is  18.3  and the Test Error rate is  25.2631578947
Running  1536 Iterations, The Training Error rate is  18.3  and the Test Error rate is  25.3947368421
Running  1537 Iterations, The Training Error rate is  18.0  and the Test Error rate is  24.8684210526
Running  1538 Iterations, The Training Error rate is  18.0  and the Test Error rate is  25.0
Running  1539 Iterations, The Training Error rate is  18.0  and the Test Error rate is  24.8684210526
Running  1540 Iterations, The Training Error rate is  17.9  and the Test Error rate is  24.8684210526
Running  1541 Iterations, The Training Error rate is  18.15  and the Test Error rate is  25.2631578947
Running  1542 Iterations, The Training Error rate is  18.1  and the Test Error rate is  25.3947368421
Running  1543 Iterations, The Training Error rate is  17.85  and the Test Error rate is  24.8684210526
Running  1544 Iterations, The Training Error rate is  17.8  and the Test Error rate is  24.8684210526
Running  1545 Iterations, The Training Error rate is  17.85  and the Test Error rate is  25.0
Running  1546 Iterations, The Training Error rate is  17.7  and the Test Error rate is  25.0
Running  1547 Iterations, The Training Error rate is  17.95  and the Test Error rate is  25.5263157895
Running  1548 Iterations, The Training Error rate is  17.9  and the Test Error rate is  25.5263157895
Running  1549 Iterations, The Training Error rate is  17.6  and the Test Error rate is  25.1315789474
Running  1550 Iterations, The Training Error rate is  17.55  and the Test Error rate is  25.1315789474
Running  1551 Iterations, The Training Error rate is  17.55  and the Test Error rate is  25.2631578947
Running  1552 Iterations, The Training Error rate is  17.5  and the Test Error rate is  25.1315789474
Running  1553 Iterations, The Training Error rate is  17.8  and the Test Error rate is  25.6578947368
Running  1554 Iterations, The Training Error rate is  17.8  and the Test Error rate is  25.5263157895
Running  1555 Iterations, The Training Error rate is  17.5  and the Test Error rate is  25.0
Running  1556 Iterations, The Training Error rate is  17.5  and the Test Error rate is  24.8684210526
Running  1557 Iterations, The Training Error rate is  17.5  and the Test Error rate is  24.8684210526
Running  1558 Iterations, The Training Error rate is  17.45  and the Test Error rate is  24.7368421053
Running  1559 Iterations, The Training Error rate is  17.75  and the Test Error rate is  25.2631578947
Running  1560 Iterations, The Training Error rate is  17.8  and the Test Error rate is  25.1315789474
Running  1561 Iterations, The Training Error rate is  17.5  and the Test Error rate is  24.6052631579
Running  1562 Iterations, The Training Error rate is  17.55  and the Test Error rate is  24.6052631579
Running  1563 Iterations, The Training Error rate is  17.55  and the Test Error rate is  24.6052631579
Running  1564 Iterations, The Training Error rate is  17.55  and the Test Error rate is  24.6052631579
Running  1565 Iterations, The Training Error rate is  17.55  and the Test Error rate is  24.6052631579
Running  1566 Iterations, The Training Error rate is  17.6  and the Test Error rate is  24.6052631579
Running  1567 Iterations, The Training Error rate is  17.6  and the Test Error rate is  24.6052631579
Running  1568 Iterations, The Training Error rate is  17.6  and the Test Error rate is  24.6052631579
Running  1569 Iterations, The Training Error rate is  17.65  and the Test Error rate is  24.6052631579
Running  1570 Iterations, The Training Error rate is  17.65  and the Test Error rate is  24.6052631579
Running  1571 Iterations, The Training Error rate is  17.6  and the Test Error rate is  24.6052631579
Running  1572 Iterations, The Training Error rate is  17.55  and the Test Error rate is  24.6052631579
Running  1573 Iterations, The Training Error rate is  17.6  and the Test Error rate is  24.6052631579
Running  1574 Iterations, The Training Error rate is  17.55  and the Test Error rate is  24.6052631579
Running  1575 Iterations, The Training Error rate is  17.95  and the Test Error rate is  25.1315789474
Running  1576 Iterations, The Training Error rate is  17.95  and the Test Error rate is  25.1315789474
Running  1577 Iterations, The Training Error rate is  17.55  and the Test Error rate is  24.6052631579
Running  1578 Iterations, The Training Error rate is  17.5  and the Test Error rate is  24.6052631579
Running  1579 Iterations, The Training Error rate is  17.55  and the Test Error rate is  24.6052631579
Running  1580 Iterations, The Training Error rate is  17.45  and the Test Error rate is  24.6052631579
Running  1581 Iterations, The Training Error rate is  17.9  and the Test Error rate is  25.1315789474
Running  1582 Iterations, The Training Error rate is  17.9  and the Test Error rate is  25.1315789474
Running  1583 Iterations, The Training Error rate is  17.45  and the Test Error rate is  24.6052631579
Running  1584 Iterations, The Training Error rate is  17.45  and the Test Error rate is  24.6052631579
Running  1585 Iterations, The Training Error rate is  17.5  and the Test Error rate is  24.8684210526
Running  1586 Iterations, The Training Error rate is  17.45  and the Test Error rate is  24.8684210526
Running  1587 Iterations, The Training Error rate is  17.45  and the Test Error rate is  24.8684210526
Running  1588 Iterations, The Training Error rate is  17.5  and the Test Error rate is  24.8684210526
Running  1589 Iterations, The Training Error rate is  17.0  and the Test Error rate is  24.3421052632
Running  1590 Iterations, The Training Error rate is  17.05  and the Test Error rate is  24.3421052632
Running  1591 Iterations, The Training Error rate is  17.1  and the Test Error rate is  24.6052631579
Running  1592 Iterations, The Training Error rate is  17.05  and the Test Error rate is  24.6052631579
Running  1593 Iterations, The Training Error rate is  17.6  and the Test Error rate is  25.3947368421
Running  1594 Iterations, The Training Error rate is  17.6  and the Test Error rate is  25.3947368421
Running  1595 Iterations, The Training Error rate is  17.05  and the Test Error rate is  24.6052631579
Running  1596 Iterations, The Training Error rate is  17.05  and the Test Error rate is  24.6052631579
Running  1597 Iterations, The Training Error rate is  17.05  and the Test Error rate is  24.6052631579
Running  1598 Iterations, The Training Error rate is  17.0  and the Test Error rate is  24.6052631579
Running  1599 Iterations, The Training Error rate is  17.5  and the Test Error rate is  25.2631578947
Running  1600 Iterations, The Training Error rate is  17.55  and the Test Error rate is  25.1315789474
Running  1601 Iterations, The Training Error rate is  17.55  and the Test Error rate is  25.1315789474
Running  1602 Iterations, The Training Error rate is  17.65  and the Test Error rate is  25.1315789474
Running  1603 Iterations, The Training Error rate is  17.05  and the Test Error rate is  24.3421052632
Running  1604 Iterations, The Training Error rate is  17.05  and the Test Error rate is  24.2105263158
Running  1605 Iterations, The Training Error rate is  17.0  and the Test Error rate is  24.2105263158
Running  1606 Iterations, The Training Error rate is  17.05  and the Test Error rate is  24.0789473684
Running  1607 Iterations, The Training Error rate is  17.65  and the Test Error rate is  24.8684210526
Running  1608 Iterations, The Training Error rate is  17.75  and the Test Error rate is  24.7368421053
Running  1609 Iterations, The Training Error rate is  17.2  and the Test Error rate is  24.0789473684
Running  1610 Iterations, The Training Error rate is  17.15  and the Test Error rate is  24.0789473684
Running  1611 Iterations, The Training Error rate is  16.55  and the Test Error rate is  23.2894736842
Running  1612 Iterations, The Training Error rate is  16.5  and the Test Error rate is  23.1578947368
Running  1613 Iterations, The Training Error rate is  16.5  and the Test Error rate is  23.1578947368
Running  1614 Iterations, The Training Error rate is  16.6  and the Test Error rate is  23.1578947368
Running  1615 Iterations, The Training Error rate is  17.2  and the Test Error rate is  23.9473684211
Running  1616 Iterations, The Training Error rate is  17.15  and the Test Error rate is  23.9473684211
Running  1617 Iterations, The Training Error rate is  16.5  and the Test Error rate is  23.1578947368
Running  1618 Iterations, The Training Error rate is  16.5  and the Test Error rate is  23.1578947368
Running  1619 Iterations, The Training Error rate is  17.2  and the Test Error rate is  23.9473684211
Running  1620 Iterations, The Training Error rate is  17.25  and the Test Error rate is  23.9473684211
Running  1621 Iterations, The Training Error rate is  17.15  and the Test Error rate is  23.9473684211
Running  1622 Iterations, The Training Error rate is  17.15  and the Test Error rate is  23.9473684211
Running  1623 Iterations, The Training Error rate is  17.0  and the Test Error rate is  23.9473684211
Running  1624 Iterations, The Training Error rate is  16.95  and the Test Error rate is  23.9473684211
Running  1625 Iterations, The Training Error rate is  16.2  and the Test Error rate is  23.1578947368
Running  1626 Iterations, The Training Error rate is  16.2  and the Test Error rate is  23.1578947368
Running  1627 Iterations, The Training Error rate is  16.05  and the Test Error rate is  23.1578947368
Running  1628 Iterations, The Training Error rate is  16.05  and the Test Error rate is  23.1578947368
Running  1629 Iterations, The Training Error rate is  15.2  and the Test Error rate is  22.3684210526
Running  1630 Iterations, The Training Error rate is  15.2  and the Test Error rate is  22.3684210526
Running  1631 Iterations, The Training Error rate is  16.0  and the Test Error rate is  23.2894736842
Running  1632 Iterations, The Training Error rate is  16.05  and the Test Error rate is  23.2894736842
Running  1633 Iterations, The Training Error rate is  16.05  and the Test Error rate is  23.1578947368
Running  1634 Iterations, The Training Error rate is  16.0  and the Test Error rate is  23.1578947368
Running  1635 Iterations, The Training Error rate is  16.0  and the Test Error rate is  23.0263157895
Running  1636 Iterations, The Training Error rate is  16.0  and the Test Error rate is  23.0263157895
Running  1637 Iterations, The Training Error rate is  16.0  and the Test Error rate is  22.8947368421
Running  1638 Iterations, The Training Error rate is  16.0  and the Test Error rate is  22.8947368421
Running  1639 Iterations, The Training Error rate is  16.0  and the Test Error rate is  22.7631578947
Running  1640 Iterations, The Training Error rate is  15.9  and the Test Error rate is  22.7631578947
Running  1641 Iterations, The Training Error rate is  15.05  and the Test Error rate is  21.7105263158
Running  1642 Iterations, The Training Error rate is  15.05  and the Test Error rate is  21.7105263158
Running  1643 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.7105263158
Running  1644 Iterations, The Training Error rate is  14.95  and the Test Error rate is  21.7105263158
Running  1645 Iterations, The Training Error rate is  14.9  and the Test Error rate is  21.7105263158
Running  1646 Iterations, The Training Error rate is  14.9  and the Test Error rate is  21.7105263158
Running  1647 Iterations, The Training Error rate is  15.9  and the Test Error rate is  23.1578947368
Running  1648 Iterations, The Training Error rate is  15.9  and the Test Error rate is  23.1578947368
Running  1649 Iterations, The Training Error rate is  15.85  and the Test Error rate is  23.1578947368
Running  1650 Iterations, The Training Error rate is  16.0  and the Test Error rate is  23.1578947368
Running  1651 Iterations, The Training Error rate is  15.95  and the Test Error rate is  23.1578947368
Running  1652 Iterations, The Training Error rate is  16.0  and the Test Error rate is  23.1578947368
Running  1653 Iterations, The Training Error rate is  16.0  and the Test Error rate is  23.1578947368
Running  1654 Iterations, The Training Error rate is  16.1  and the Test Error rate is  23.1578947368
Running  1655 Iterations, The Training Error rate is  16.1  and the Test Error rate is  23.1578947368
Running  1656 Iterations, The Training Error rate is  16.25  and the Test Error rate is  23.1578947368
Running  1657 Iterations, The Training Error rate is  15.2  and the Test Error rate is  21.7105263158
Running  1658 Iterations, The Training Error rate is  15.35  and the Test Error rate is  21.7105263158
Running  1659 Iterations, The Training Error rate is  15.35  and the Test Error rate is  21.7105263158
Running  1660 Iterations, The Training Error rate is  15.4  and the Test Error rate is  21.7105263158
Running  1661 Iterations, The Training Error rate is  16.65  and the Test Error rate is  23.1578947368
Running  1662 Iterations, The Training Error rate is  16.6  and the Test Error rate is  23.1578947368
Running  1663 Iterations, The Training Error rate is  17.75  and the Test Error rate is  24.6052631579
Running  1664 Iterations, The Training Error rate is  17.7  and the Test Error rate is  24.6052631579
Running  1665 Iterations, The Training Error rate is  17.7  and the Test Error rate is  24.6052631579
Running  1666 Iterations, The Training Error rate is  17.55  and the Test Error rate is  24.6052631579
Running  1667 Iterations, The Training Error rate is  18.7  and the Test Error rate is  26.0526315789
Running  1668 Iterations, The Training Error rate is  18.5  and the Test Error rate is  26.0526315789
Running  1669 Iterations, The Training Error rate is  19.65  and the Test Error rate is  27.5
Running  1670 Iterations, The Training Error rate is  19.5  and the Test Error rate is  27.5
Running  1671 Iterations, The Training Error rate is  19.3  and the Test Error rate is  27.5
Running  1672 Iterations, The Training Error rate is  19.2  and the Test Error rate is  27.5
Running  1673 Iterations, The Training Error rate is  18.1  and the Test Error rate is  26.0526315789
Running  1674 Iterations, The Training Error rate is  18.15  and the Test Error rate is  26.0526315789
Running  1675 Iterations, The Training Error rate is  19.15  and the Test Error rate is  27.5
Running  1676 Iterations, The Training Error rate is  19.2  and the Test Error rate is  27.5
Running  1677 Iterations, The Training Error rate is  19.05  and the Test Error rate is  27.5
Running  1678 Iterations, The Training Error rate is  19.15  and the Test Error rate is  27.5
Running  1679 Iterations, The Training Error rate is  18.9  and the Test Error rate is  27.5
Running  1680 Iterations, The Training Error rate is  18.95  and the Test Error rate is  27.5
Running  1681 Iterations, The Training Error rate is  17.95  and the Test Error rate is  26.0526315789
Running  1682 Iterations, The Training Error rate is  18.05  and the Test Error rate is  26.0526315789
Running  1683 Iterations, The Training Error rate is  18.95  and the Test Error rate is  27.5
Running  1684 Iterations, The Training Error rate is  18.95  and the Test Error rate is  27.5
Running  1685 Iterations, The Training Error rate is  18.9  and the Test Error rate is  27.3684210526
Running  1686 Iterations, The Training Error rate is  18.9  and the Test Error rate is  27.3684210526
Running  1687 Iterations, The Training Error rate is  18.85  and the Test Error rate is  27.2368421053
Running  1688 Iterations, The Training Error rate is  18.75  and the Test Error rate is  27.3684210526
Running  1689 Iterations, The Training Error rate is  17.9  and the Test Error rate is  26.0526315789
Running  1690 Iterations, The Training Error rate is  17.95  and the Test Error rate is  26.1842105263
Running  1691 Iterations, The Training Error rate is  18.85  and the Test Error rate is  27.3684210526
Running  1692 Iterations, The Training Error rate is  18.9  and the Test Error rate is  27.5
Running  1693 Iterations, The Training Error rate is  18.85  and the Test Error rate is  27.2368421053
Running  1694 Iterations, The Training Error rate is  18.85  and the Test Error rate is  27.3684210526
Running  1695 Iterations, The Training Error rate is  18.75  and the Test Error rate is  27.2368421053
Running  1696 Iterations, The Training Error rate is  18.75  and the Test Error rate is  27.3684210526
Running  1697 Iterations, The Training Error rate is  18.65  and the Test Error rate is  27.1052631579
Running  1698 Iterations, The Training Error rate is  18.7  and the Test Error rate is  27.1052631579
Running  1699 Iterations, The Training Error rate is  19.5  and the Test Error rate is  27.8947368421
Running  1700 Iterations, The Training Error rate is  19.45  and the Test Error rate is  27.8947368421
Running  1701 Iterations, The Training Error rate is  19.3  and the Test Error rate is  27.6315789474
Running  1702 Iterations, The Training Error rate is  19.2  and the Test Error rate is  27.6315789474
Running  1703 Iterations, The Training Error rate is  19.1  and the Test Error rate is  27.3684210526
Running  1704 Iterations, The Training Error rate is  19.05  and the Test Error rate is  27.3684210526
Running  1705 Iterations, The Training Error rate is  19.0  and the Test Error rate is  26.9736842105
Running  1706 Iterations, The Training Error rate is  19.0  and the Test Error rate is  26.9736842105
Running  1707 Iterations, The Training Error rate is  18.85  and the Test Error rate is  26.5789473684
Running  1708 Iterations, The Training Error rate is  18.8  and the Test Error rate is  26.5789473684
Running  1709 Iterations, The Training Error rate is  18.6  and the Test Error rate is  26.3157894737
Running  1710 Iterations, The Training Error rate is  18.6  and the Test Error rate is  26.3157894737
Running  1711 Iterations, The Training Error rate is  18.4  and the Test Error rate is  26.0526315789
Running  1712 Iterations, The Training Error rate is  18.45  and the Test Error rate is  25.9210526316
Running  1713 Iterations, The Training Error rate is  18.25  and the Test Error rate is  25.6578947368
Running  1714 Iterations, The Training Error rate is  18.35  and the Test Error rate is  25.5263157895
Running  1715 Iterations, The Training Error rate is  18.15  and the Test Error rate is  25.3947368421
Running  1716 Iterations, The Training Error rate is  18.15  and the Test Error rate is  25.2631578947
Running  1717 Iterations, The Training Error rate is  18.05  and the Test Error rate is  25.2631578947
Running  1718 Iterations, The Training Error rate is  18.1  and the Test Error rate is  25.1315789474
Running  1719 Iterations, The Training Error rate is  18.05  and the Test Error rate is  25.1315789474
Running  1720 Iterations, The Training Error rate is  18.05  and the Test Error rate is  25.0
Running  1721 Iterations, The Training Error rate is  18.05  and the Test Error rate is  25.0
Running  1722 Iterations, The Training Error rate is  18.05  and the Test Error rate is  25.0
Running  1723 Iterations, The Training Error rate is  18.0  and the Test Error rate is  24.8684210526
Running  1724 Iterations, The Training Error rate is  18.0  and the Test Error rate is  24.8684210526
Running  1725 Iterations, The Training Error rate is  17.9  and the Test Error rate is  24.6052631579
Running  1726 Iterations, The Training Error rate is  17.9  and the Test Error rate is  24.6052631579
Running  1727 Iterations, The Training Error rate is  17.8  and the Test Error rate is  24.3421052632
Running  1728 Iterations, The Training Error rate is  17.75  and the Test Error rate is  24.3421052632
Running  1729 Iterations, The Training Error rate is  17.65  and the Test Error rate is  23.9473684211
Running  1730 Iterations, The Training Error rate is  17.6  and the Test Error rate is  23.8157894737
Running  1731 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.4210526316
Running  1732 Iterations, The Training Error rate is  17.45  and the Test Error rate is  23.2894736842
Running  1733 Iterations, The Training Error rate is  17.4  and the Test Error rate is  22.8947368421
Running  1734 Iterations, The Training Error rate is  17.3  and the Test Error rate is  22.8947368421
Running  1735 Iterations, The Training Error rate is  17.3  and the Test Error rate is  22.7631578947
Running  1736 Iterations, The Training Error rate is  17.3  and the Test Error rate is  22.7631578947
Running  1737 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.6315789474
Running  1738 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.6315789474
Running  1739 Iterations, The Training Error rate is  17.1  and the Test Error rate is  22.6315789474
Running  1740 Iterations, The Training Error rate is  17.1  and the Test Error rate is  22.7631578947
Running  1741 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.7631578947
Running  1742 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.8947368421
Running  1743 Iterations, The Training Error rate is  17.0  and the Test Error rate is  23.0263157895
Running  1744 Iterations, The Training Error rate is  17.0  and the Test Error rate is  23.0263157895
Running  1745 Iterations, The Training Error rate is  16.9  and the Test Error rate is  23.0263157895
Running  1746 Iterations, The Training Error rate is  16.85  and the Test Error rate is  23.0263157895
Running  1747 Iterations, The Training Error rate is  16.9  and the Test Error rate is  23.0263157895
Running  1748 Iterations, The Training Error rate is  16.9  and the Test Error rate is  23.0263157895
Running  1749 Iterations, The Training Error rate is  16.9  and the Test Error rate is  23.0263157895
Running  1750 Iterations, The Training Error rate is  16.9  and the Test Error rate is  23.0263157895
Running  1751 Iterations, The Training Error rate is  16.95  and the Test Error rate is  23.0263157895
Running  1752 Iterations, The Training Error rate is  16.9  and the Test Error rate is  23.0263157895
Running  1753 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.7631578947
Running  1754 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.8947368421
Running  1755 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.6315789474
Running  1756 Iterations, The Training Error rate is  16.95  and the Test Error rate is  22.7631578947
Running  1757 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.5
Running  1758 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.6315789474
Running  1759 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.3684210526
Running  1760 Iterations, The Training Error rate is  16.95  and the Test Error rate is  22.3684210526
Running  1761 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.1052631579
Running  1762 Iterations, The Training Error rate is  17.05  and the Test Error rate is  22.1052631579
Running  1763 Iterations, The Training Error rate is  17.1  and the Test Error rate is  22.1052631579
Running  1764 Iterations, The Training Error rate is  17.1  and the Test Error rate is  21.9736842105
Running  1765 Iterations, The Training Error rate is  17.1  and the Test Error rate is  21.9736842105
Running  1766 Iterations, The Training Error rate is  17.05  and the Test Error rate is  21.8421052632
Running  1767 Iterations, The Training Error rate is  17.1  and the Test Error rate is  21.8421052632
Running  1768 Iterations, The Training Error rate is  17.05  and the Test Error rate is  21.8421052632
Running  1769 Iterations, The Training Error rate is  17.0  and the Test Error rate is  21.8421052632
Running  1770 Iterations, The Training Error rate is  17.15  and the Test Error rate is  21.9736842105
Running  1771 Iterations, The Training Error rate is  17.2  and the Test Error rate is  21.9736842105
Running  1772 Iterations, The Training Error rate is  17.3  and the Test Error rate is  22.1052631579
Running  1773 Iterations, The Training Error rate is  17.25  and the Test Error rate is  22.1052631579
Running  1774 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.2368421053
Running  1775 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.2368421053
Running  1776 Iterations, The Training Error rate is  17.3  and the Test Error rate is  22.3684210526
Running  1777 Iterations, The Training Error rate is  17.35  and the Test Error rate is  22.3684210526
Running  1778 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  1779 Iterations, The Training Error rate is  17.55  and the Test Error rate is  22.3684210526
Running  1780 Iterations, The Training Error rate is  17.55  and the Test Error rate is  22.3684210526
Running  1781 Iterations, The Training Error rate is  17.55  and the Test Error rate is  22.3684210526
Running  1782 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  1783 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  1784 Iterations, The Training Error rate is  17.65  and the Test Error rate is  22.3684210526
Running  1785 Iterations, The Training Error rate is  17.65  and the Test Error rate is  22.3684210526
Running  1786 Iterations, The Training Error rate is  17.65  and the Test Error rate is  22.3684210526
Running  1787 Iterations, The Training Error rate is  17.65  and the Test Error rate is  22.3684210526
Running  1788 Iterations, The Training Error rate is  17.65  and the Test Error rate is  22.3684210526
Running  1789 Iterations, The Training Error rate is  17.7  and the Test Error rate is  22.3684210526
Running  1790 Iterations, The Training Error rate is  17.6  and the Test Error rate is  22.3684210526
Running  1791 Iterations, The Training Error rate is  17.65  and the Test Error rate is  22.3684210526
Running  1792 Iterations, The Training Error rate is  17.6  and the Test Error rate is  22.3684210526
Running  1793 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  1794 Iterations, The Training Error rate is  17.4  and the Test Error rate is  22.3684210526
Running  1795 Iterations, The Training Error rate is  17.45  and the Test Error rate is  22.3684210526
Running  1796 Iterations, The Training Error rate is  17.35  and the Test Error rate is  22.3684210526
Running  1797 Iterations, The Training Error rate is  17.4  and the Test Error rate is  22.3684210526
Running  1798 Iterations, The Training Error rate is  17.35  and the Test Error rate is  22.3684210526
Running  1799 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.3684210526
Running  1800 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.3684210526
Running  1801 Iterations, The Training Error rate is  17.15  and the Test Error rate is  22.5
Running  1802 Iterations, The Training Error rate is  17.1  and the Test Error rate is  22.5
Running  1803 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.5
Running  1804 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.5
Running  1805 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.6315789474
Running  1806 Iterations, The Training Error rate is  17.25  and the Test Error rate is  22.6315789474
Running  1807 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.6315789474
Running  1808 Iterations, The Training Error rate is  17.1  and the Test Error rate is  22.6315789474
Running  1809 Iterations, The Training Error rate is  17.3  and the Test Error rate is  22.6315789474
Running  1810 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.6315789474
Running  1811 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.6315789474
Running  1812 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.6315789474
Running  1813 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.6315789474
Running  1814 Iterations, The Training Error rate is  17.15  and the Test Error rate is  22.6315789474
Running  1815 Iterations, The Training Error rate is  17.15  and the Test Error rate is  22.5
Running  1816 Iterations, The Training Error rate is  17.15  and the Test Error rate is  22.5
Running  1817 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.5
Running  1818 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.5
Running  1819 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.5
Running  1820 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.5
Running  1821 Iterations, The Training Error rate is  17.05  and the Test Error rate is  22.5
Running  1822 Iterations, The Training Error rate is  17.1  and the Test Error rate is  22.5
Running  1823 Iterations, The Training Error rate is  16.95  and the Test Error rate is  22.5
Running  1824 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.5
Running  1825 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.6315789474
Running  1826 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.6315789474
Running  1827 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.6315789474
Running  1828 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.6315789474
Running  1829 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.6315789474
Running  1830 Iterations, The Training Error rate is  16.95  and the Test Error rate is  22.6315789474
Running  1831 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.5
Running  1832 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.3684210526
Running  1833 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.3684210526
Running  1834 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.2368421053
Running  1835 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.2368421053
Running  1836 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.1052631579
Running  1837 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.1052631579
Running  1838 Iterations, The Training Error rate is  16.85  and the Test Error rate is  21.9736842105
Running  1839 Iterations, The Training Error rate is  16.85  and the Test Error rate is  21.9736842105
Running  1840 Iterations, The Training Error rate is  16.95  and the Test Error rate is  21.8421052632
Running  1841 Iterations, The Training Error rate is  16.95  and the Test Error rate is  21.9736842105
Running  1842 Iterations, The Training Error rate is  16.95  and the Test Error rate is  21.9736842105
Running  1843 Iterations, The Training Error rate is  17.2  and the Test Error rate is  21.9736842105
Running  1844 Iterations, The Training Error rate is  17.2  and the Test Error rate is  21.9736842105
Running  1845 Iterations, The Training Error rate is  17.2  and the Test Error rate is  21.8421052632
Running  1846 Iterations, The Training Error rate is  17.25  and the Test Error rate is  21.8421052632
Running  1847 Iterations, The Training Error rate is  17.25  and the Test Error rate is  21.8421052632
Running  1848 Iterations, The Training Error rate is  17.25  and the Test Error rate is  21.8421052632
Running  1849 Iterations, The Training Error rate is  17.25  and the Test Error rate is  21.8421052632
Running  1850 Iterations, The Training Error rate is  17.2  and the Test Error rate is  21.8421052632
Running  1851 Iterations, The Training Error rate is  17.15  and the Test Error rate is  21.7105263158
Running  1852 Iterations, The Training Error rate is  17.2  and the Test Error rate is  21.7105263158
Running  1853 Iterations, The Training Error rate is  16.95  and the Test Error rate is  21.5789473684
Running  1854 Iterations, The Training Error rate is  17.0  and the Test Error rate is  21.5789473684
Running  1855 Iterations, The Training Error rate is  16.95  and the Test Error rate is  21.5789473684
Running  1856 Iterations, The Training Error rate is  17.0  and the Test Error rate is  21.5789473684
Running  1857 Iterations, The Training Error rate is  16.8  and the Test Error rate is  21.4473684211
Running  1858 Iterations, The Training Error rate is  16.8  and the Test Error rate is  21.4473684211
Running  1859 Iterations, The Training Error rate is  16.8  and the Test Error rate is  21.4473684211
Running  1860 Iterations, The Training Error rate is  16.8  and the Test Error rate is  21.4473684211
Running  1861 Iterations, The Training Error rate is  16.9  and the Test Error rate is  21.5789473684
Running  1862 Iterations, The Training Error rate is  16.85  and the Test Error rate is  21.5789473684
Running  1863 Iterations, The Training Error rate is  16.75  and the Test Error rate is  21.5789473684
Running  1864 Iterations, The Training Error rate is  16.65  and the Test Error rate is  21.5789473684
Running  1865 Iterations, The Training Error rate is  16.75  and the Test Error rate is  21.7105263158
Running  1866 Iterations, The Training Error rate is  16.65  and the Test Error rate is  21.7105263158
Running  1867 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.1052631579
Running  1868 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.1052631579
Running  1869 Iterations, The Training Error rate is  17.05  and the Test Error rate is  22.2368421053
Running  1870 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.2368421053
Running  1871 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.2368421053
Running  1872 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.2368421053
Running  1873 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.3684210526
Running  1874 Iterations, The Training Error rate is  17.25  and the Test Error rate is  22.3684210526
Running  1875 Iterations, The Training Error rate is  17.1  and the Test Error rate is  22.2368421053
Running  1876 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.2368421053
Running  1877 Iterations, The Training Error rate is  17.15  and the Test Error rate is  21.9736842105
Running  1878 Iterations, The Training Error rate is  17.2  and the Test Error rate is  21.9736842105
Running  1879 Iterations, The Training Error rate is  17.05  and the Test Error rate is  21.8421052632
Running  1880 Iterations, The Training Error rate is  17.1  and the Test Error rate is  21.8421052632
Running  1881 Iterations, The Training Error rate is  17.15  and the Test Error rate is  21.7105263158
Running  1882 Iterations, The Training Error rate is  17.15  and the Test Error rate is  21.7105263158
Running  1883 Iterations, The Training Error rate is  17.2  and the Test Error rate is  21.7105263158
Running  1884 Iterations, The Training Error rate is  17.15  and the Test Error rate is  21.7105263158
Running  1885 Iterations, The Training Error rate is  17.15  and the Test Error rate is  21.8421052632
Running  1886 Iterations, The Training Error rate is  17.15  and the Test Error rate is  21.8421052632
Running  1887 Iterations, The Training Error rate is  17.1  and the Test Error rate is  21.8421052632
Running  1888 Iterations, The Training Error rate is  17.05  and the Test Error rate is  21.8421052632
Running  1889 Iterations, The Training Error rate is  17.2  and the Test Error rate is  21.8421052632
Running  1890 Iterations, The Training Error rate is  17.2  and the Test Error rate is  21.8421052632
Running  1891 Iterations, The Training Error rate is  16.85  and the Test Error rate is  21.7105263158
Running  1892 Iterations, The Training Error rate is  16.85  and the Test Error rate is  21.7105263158
Running  1893 Iterations, The Training Error rate is  16.8  and the Test Error rate is  21.7105263158
Running  1894 Iterations, The Training Error rate is  16.8  and the Test Error rate is  21.7105263158
Running  1895 Iterations, The Training Error rate is  16.8  and the Test Error rate is  21.7105263158
Running  1896 Iterations, The Training Error rate is  16.8  and the Test Error rate is  21.7105263158
Running  1897 Iterations, The Training Error rate is  16.45  and the Test Error rate is  21.5789473684
Running  1898 Iterations, The Training Error rate is  16.5  and the Test Error rate is  21.5789473684
Running  1899 Iterations, The Training Error rate is  16.55  and the Test Error rate is  21.5789473684
Running  1900 Iterations, The Training Error rate is  16.55  and the Test Error rate is  21.5789473684
Running  1901 Iterations, The Training Error rate is  16.85  and the Test Error rate is  21.8421052632
Running  1902 Iterations, The Training Error rate is  16.8  and the Test Error rate is  21.8421052632
Running  1903 Iterations, The Training Error rate is  16.8  and the Test Error rate is  21.9736842105
Running  1904 Iterations, The Training Error rate is  16.85  and the Test Error rate is  21.9736842105
Running  1905 Iterations, The Training Error rate is  16.95  and the Test Error rate is  21.8421052632
Running  1906 Iterations, The Training Error rate is  17.0  and the Test Error rate is  21.8421052632
Running  1907 Iterations, The Training Error rate is  17.3  and the Test Error rate is  22.1052631579
Running  1908 Iterations, The Training Error rate is  17.3  and the Test Error rate is  22.1052631579
Running  1909 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.1052631579
Running  1910 Iterations, The Training Error rate is  17.25  and the Test Error rate is  22.1052631579
Running  1911 Iterations, The Training Error rate is  17.4  and the Test Error rate is  22.1052631579
Running  1912 Iterations, The Training Error rate is  17.45  and the Test Error rate is  22.1052631579
Running  1913 Iterations, The Training Error rate is  17.45  and the Test Error rate is  21.9736842105
Running  1914 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.9736842105
Running  1915 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.1052631579
Running  1916 Iterations, The Training Error rate is  17.45  and the Test Error rate is  22.1052631579
Running  1917 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.9736842105
Running  1918 Iterations, The Training Error rate is  17.55  and the Test Error rate is  21.9736842105
Running  1919 Iterations, The Training Error rate is  17.55  and the Test Error rate is  21.9736842105
Running  1920 Iterations, The Training Error rate is  17.55  and the Test Error rate is  21.9736842105
Running  1921 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.9736842105
Running  1922 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.9736842105
Running  1923 Iterations, The Training Error rate is  17.15  and the Test Error rate is  21.8421052632
Running  1924 Iterations, The Training Error rate is  17.1  and the Test Error rate is  21.8421052632
Running  1925 Iterations, The Training Error rate is  17.0  and the Test Error rate is  21.8421052632
Running  1926 Iterations, The Training Error rate is  16.9  and the Test Error rate is  21.8421052632
Running  1927 Iterations, The Training Error rate is  16.9  and the Test Error rate is  21.9736842105
Running  1928 Iterations, The Training Error rate is  16.85  and the Test Error rate is  21.9736842105
Running  1929 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.1052631579
Running  1930 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.1052631579
Running  1931 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.1052631579
Running  1932 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.1052631579
Running  1933 Iterations, The Training Error rate is  17.15  and the Test Error rate is  22.2368421053
Running  1934 Iterations, The Training Error rate is  17.15  and the Test Error rate is  22.2368421053
Running  1935 Iterations, The Training Error rate is  17.15  and the Test Error rate is  22.2368421053
Running  1936 Iterations, The Training Error rate is  17.25  and the Test Error rate is  22.2368421053
Running  1937 Iterations, The Training Error rate is  16.9  and the Test Error rate is  21.9736842105
Running  1938 Iterations, The Training Error rate is  16.9  and the Test Error rate is  21.9736842105
Running  1939 Iterations, The Training Error rate is  16.9  and the Test Error rate is  21.8421052632
Running  1940 Iterations, The Training Error rate is  16.9  and the Test Error rate is  21.8421052632
Running  1941 Iterations, The Training Error rate is  16.5  and the Test Error rate is  21.5789473684
Running  1942 Iterations, The Training Error rate is  16.45  and the Test Error rate is  21.5789473684
Running  1943 Iterations, The Training Error rate is  16.55  and the Test Error rate is  21.7105263158
Running  1944 Iterations, The Training Error rate is  16.5  and the Test Error rate is  21.7105263158
Running  1945 Iterations, The Training Error rate is  16.2  and the Test Error rate is  21.4473684211
Running  1946 Iterations, The Training Error rate is  16.1  and the Test Error rate is  21.4473684211
Running  1947 Iterations, The Training Error rate is  16.55  and the Test Error rate is  21.7105263158
Running  1948 Iterations, The Training Error rate is  16.5  and the Test Error rate is  21.7105263158
Running  1949 Iterations, The Training Error rate is  16.6  and the Test Error rate is  21.8421052632
Running  1950 Iterations, The Training Error rate is  16.55  and the Test Error rate is  21.8421052632
Running  1951 Iterations, The Training Error rate is  16.55  and the Test Error rate is  21.8421052632
Running  1952 Iterations, The Training Error rate is  16.5  and the Test Error rate is  21.8421052632
Running  1953 Iterations, The Training Error rate is  16.45  and the Test Error rate is  21.8421052632
Running  1954 Iterations, The Training Error rate is  16.35  and the Test Error rate is  21.8421052632
Running  1955 Iterations, The Training Error rate is  16.75  and the Test Error rate is  22.3684210526
Running  1956 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.3684210526
Running  1957 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.3684210526
Running  1958 Iterations, The Training Error rate is  16.75  and the Test Error rate is  22.3684210526
Running  1959 Iterations, The Training Error rate is  16.55  and the Test Error rate is  22.3684210526
Running  1960 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  1961 Iterations, The Training Error rate is  16.95  and the Test Error rate is  22.6315789474
Running  1962 Iterations, The Training Error rate is  16.95  and the Test Error rate is  22.6315789474
Running  1963 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.6315789474
Running  1964 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.6315789474
Running  1965 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.3684210526
Running  1966 Iterations, The Training Error rate is  16.75  and the Test Error rate is  22.3684210526
Running  1967 Iterations, The Training Error rate is  16.55  and the Test Error rate is  22.3684210526
Running  1968 Iterations, The Training Error rate is  16.6  and the Test Error rate is  22.3684210526
Running  1969 Iterations, The Training Error rate is  16.6  and the Test Error rate is  22.3684210526
Running  1970 Iterations, The Training Error rate is  16.6  and the Test Error rate is  22.3684210526
Running  1971 Iterations, The Training Error rate is  16.45  and the Test Error rate is  22.3684210526
Running  1972 Iterations, The Training Error rate is  16.55  and the Test Error rate is  22.3684210526
Running  1973 Iterations, The Training Error rate is  16.6  and the Test Error rate is  22.5
Running  1974 Iterations, The Training Error rate is  16.65  and the Test Error rate is  22.5
Running  1975 Iterations, The Training Error rate is  16.75  and the Test Error rate is  22.5
Running  1976 Iterations, The Training Error rate is  16.95  and the Test Error rate is  22.5
Running  1977 Iterations, The Training Error rate is  17.05  and the Test Error rate is  22.6315789474
Running  1978 Iterations, The Training Error rate is  17.1  and the Test Error rate is  22.6315789474
Running  1979 Iterations, The Training Error rate is  17.15  and the Test Error rate is  22.6315789474
Running  1980 Iterations, The Training Error rate is  17.25  and the Test Error rate is  22.6315789474
Running  1981 Iterations, The Training Error rate is  17.25  and the Test Error rate is  22.6315789474
Running  1982 Iterations, The Training Error rate is  17.3  and the Test Error rate is  22.6315789474
Running  1983 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.6315789474
Running  1984 Iterations, The Training Error rate is  17.15  and the Test Error rate is  22.6315789474
Running  1985 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.3684210526
Running  1986 Iterations, The Training Error rate is  16.75  and the Test Error rate is  22.3684210526
Running  1987 Iterations, The Training Error rate is  16.6  and the Test Error rate is  22.2368421053
Running  1988 Iterations, The Training Error rate is  16.6  and the Test Error rate is  22.2368421053
Running  1989 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.2368421053
Running  1990 Iterations, The Training Error rate is  16.55  and the Test Error rate is  22.2368421053
Running  1991 Iterations, The Training Error rate is  16.4  and the Test Error rate is  22.2368421053
Running  1992 Iterations, The Training Error rate is  16.45  and the Test Error rate is  22.2368421053
Running  1993 Iterations, The Training Error rate is  16.35  and the Test Error rate is  22.1052631579
Running  1994 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.1052631579
Running  1995 Iterations, The Training Error rate is  16.75  and the Test Error rate is  22.5
Running  1996 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.5
Running  1997 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.6315789474
Running  1998 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.6315789474
Running  1999 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.7631578947
Running  2000 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.7631578947
Running  2001 Iterations, The Training Error rate is  16.75  and the Test Error rate is  22.5
Running  2002 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.5
Running  2003 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.5
Running  2004 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.5
Running  2005 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.5
Running  2006 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.5
Running  2007 Iterations, The Training Error rate is  16.6  and the Test Error rate is  22.1052631579
Running  2008 Iterations, The Training Error rate is  16.55  and the Test Error rate is  22.1052631579
Running  2009 Iterations, The Training Error rate is  16.55  and the Test Error rate is  21.9736842105
Running  2010 Iterations, The Training Error rate is  16.55  and the Test Error rate is  21.9736842105
Running  2011 Iterations, The Training Error rate is  16.75  and the Test Error rate is  22.2368421053
Running  2012 Iterations, The Training Error rate is  16.6  and the Test Error rate is  22.2368421053
Running  2013 Iterations, The Training Error rate is  16.4  and the Test Error rate is  21.9736842105
Running  2014 Iterations, The Training Error rate is  16.35  and the Test Error rate is  21.9736842105
Running  2015 Iterations, The Training Error rate is  16.3  and the Test Error rate is  21.8421052632
Running  2016 Iterations, The Training Error rate is  16.3  and the Test Error rate is  21.8421052632
Running  2017 Iterations, The Training Error rate is  16.3  and the Test Error rate is  21.8421052632
Running  2018 Iterations, The Training Error rate is  16.3  and the Test Error rate is  21.8421052632
Running  2019 Iterations, The Training Error rate is  16.35  and the Test Error rate is  21.8421052632
Running  2020 Iterations, The Training Error rate is  16.3  and the Test Error rate is  21.8421052632
Running  2021 Iterations, The Training Error rate is  16.25  and the Test Error rate is  21.8421052632
Running  2022 Iterations, The Training Error rate is  16.3  and the Test Error rate is  21.8421052632
Running  2023 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.1052631579
Running  2024 Iterations, The Training Error rate is  16.45  and the Test Error rate is  22.1052631579
Running  2025 Iterations, The Training Error rate is  16.2  and the Test Error rate is  21.8421052632
Running  2026 Iterations, The Training Error rate is  16.2  and the Test Error rate is  21.8421052632
Running  2027 Iterations, The Training Error rate is  16.4  and the Test Error rate is  22.1052631579
Running  2028 Iterations, The Training Error rate is  16.35  and the Test Error rate is  22.1052631579
Running  2029 Iterations, The Training Error rate is  16.1  and the Test Error rate is  21.8421052632
Running  2030 Iterations, The Training Error rate is  16.1  and the Test Error rate is  21.8421052632
Running  2031 Iterations, The Training Error rate is  16.25  and the Test Error rate is  21.8421052632
Running  2032 Iterations, The Training Error rate is  16.2  and the Test Error rate is  21.8421052632
Running  2033 Iterations, The Training Error rate is  16.0  and the Test Error rate is  21.5789473684
Running  2034 Iterations, The Training Error rate is  15.95  and the Test Error rate is  21.5789473684
Running  2035 Iterations, The Training Error rate is  16.2  and the Test Error rate is  21.8421052632
Running  2036 Iterations, The Training Error rate is  16.15  and the Test Error rate is  21.8421052632
Running  2037 Iterations, The Training Error rate is  16.2  and the Test Error rate is  21.9736842105
Running  2038 Iterations, The Training Error rate is  16.15  and the Test Error rate is  21.9736842105
Running  2039 Iterations, The Training Error rate is  16.45  and the Test Error rate is  22.3684210526
Running  2040 Iterations, The Training Error rate is  16.45  and the Test Error rate is  22.3684210526
Running  2041 Iterations, The Training Error rate is  16.15  and the Test Error rate is  21.9736842105
Running  2042 Iterations, The Training Error rate is  16.05  and the Test Error rate is  21.9736842105
Running  2043 Iterations, The Training Error rate is  16.3  and the Test Error rate is  22.3684210526
Running  2044 Iterations, The Training Error rate is  16.2  and the Test Error rate is  22.3684210526
Running  2045 Iterations, The Training Error rate is  16.25  and the Test Error rate is  22.5
Running  2046 Iterations, The Training Error rate is  16.2  and the Test Error rate is  22.5
Running  2047 Iterations, The Training Error rate is  16.15  and the Test Error rate is  22.5
Running  2048 Iterations, The Training Error rate is  16.15  and the Test Error rate is  22.5
Running  2049 Iterations, The Training Error rate is  16.05  and the Test Error rate is  22.5
Running  2050 Iterations, The Training Error rate is  16.1  and the Test Error rate is  22.5
Running  2051 Iterations, The Training Error rate is  16.25  and the Test Error rate is  23.0263157895
Running  2052 Iterations, The Training Error rate is  16.3  and the Test Error rate is  23.0263157895
Running  2053 Iterations, The Training Error rate is  16.15  and the Test Error rate is  23.0263157895
Running  2054 Iterations, The Training Error rate is  16.3  and the Test Error rate is  23.0263157895
Running  2055 Iterations, The Training Error rate is  16.1  and the Test Error rate is  23.0263157895
Running  2056 Iterations, The Training Error rate is  16.25  and the Test Error rate is  23.0263157895
Running  2057 Iterations, The Training Error rate is  16.15  and the Test Error rate is  22.8947368421
Running  2058 Iterations, The Training Error rate is  16.25  and the Test Error rate is  22.8947368421
Running  2059 Iterations, The Training Error rate is  16.25  and the Test Error rate is  22.7631578947
Running  2060 Iterations, The Training Error rate is  16.25  and the Test Error rate is  22.7631578947
Running  2061 Iterations, The Training Error rate is  16.2  and the Test Error rate is  22.6315789474
Running  2062 Iterations, The Training Error rate is  16.3  and the Test Error rate is  22.6315789474
Running  2063 Iterations, The Training Error rate is  16.35  and the Test Error rate is  22.5
Running  2064 Iterations, The Training Error rate is  16.4  and the Test Error rate is  22.5
Running  2065 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.5
Running  2066 Iterations, The Training Error rate is  16.6  and the Test Error rate is  22.5
Running  2067 Iterations, The Training Error rate is  16.65  and the Test Error rate is  22.5
Running  2068 Iterations, The Training Error rate is  16.7  and the Test Error rate is  22.5
Running  2069 Iterations, The Training Error rate is  16.6  and the Test Error rate is  22.5
Running  2070 Iterations, The Training Error rate is  16.65  and the Test Error rate is  22.5
Running  2071 Iterations, The Training Error rate is  16.7  and the Test Error rate is  22.5
Running  2072 Iterations, The Training Error rate is  16.7  and the Test Error rate is  22.5
Running  2073 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.6315789474
Running  2074 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.6315789474
Running  2075 Iterations, The Training Error rate is  16.75  and the Test Error rate is  22.6315789474
Running  2076 Iterations, The Training Error rate is  16.7  and the Test Error rate is  22.6315789474
Running  2077 Iterations, The Training Error rate is  16.75  and the Test Error rate is  22.7631578947
Running  2078 Iterations, The Training Error rate is  16.7  and the Test Error rate is  22.7631578947
Running  2079 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.8947368421
Running  2080 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.8947368421
Running  2081 Iterations, The Training Error rate is  16.9  and the Test Error rate is  23.0263157895
Running  2082 Iterations, The Training Error rate is  16.9  and the Test Error rate is  23.0263157895
Running  2083 Iterations, The Training Error rate is  16.9  and the Test Error rate is  23.0263157895
Running  2084 Iterations, The Training Error rate is  16.9  and the Test Error rate is  23.0263157895
Running  2085 Iterations, The Training Error rate is  16.95  and the Test Error rate is  23.0263157895
Running  2086 Iterations, The Training Error rate is  16.9  and the Test Error rate is  23.0263157895
Running  2087 Iterations, The Training Error rate is  16.9  and the Test Error rate is  23.0263157895
Running  2088 Iterations, The Training Error rate is  16.85  and the Test Error rate is  23.0263157895
Running  2089 Iterations, The Training Error rate is  16.55  and the Test Error rate is  22.6315789474
Running  2090 Iterations, The Training Error rate is  16.45  and the Test Error rate is  22.6315789474
Running  2091 Iterations, The Training Error rate is  16.2  and the Test Error rate is  22.1052631579
Running  2092 Iterations, The Training Error rate is  16.3  and the Test Error rate is  22.1052631579
Running  2093 Iterations, The Training Error rate is  16.2  and the Test Error rate is  21.9736842105
Running  2094 Iterations, The Training Error rate is  16.2  and the Test Error rate is  21.9736842105
Running  2095 Iterations, The Training Error rate is  16.25  and the Test Error rate is  21.9736842105
Running  2096 Iterations, The Training Error rate is  16.25  and the Test Error rate is  21.9736842105
Running  2097 Iterations, The Training Error rate is  16.25  and the Test Error rate is  21.9736842105
Running  2098 Iterations, The Training Error rate is  16.3  and the Test Error rate is  21.9736842105
Running  2099 Iterations, The Training Error rate is  16.55  and the Test Error rate is  22.3684210526
Running  2100 Iterations, The Training Error rate is  16.55  and the Test Error rate is  22.3684210526
Running  2101 Iterations, The Training Error rate is  16.55  and the Test Error rate is  22.5
Running  2102 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.5
Running  2103 Iterations, The Training Error rate is  16.6  and the Test Error rate is  22.5
Running  2104 Iterations, The Training Error rate is  16.55  and the Test Error rate is  22.5
Running  2105 Iterations, The Training Error rate is  16.25  and the Test Error rate is  21.9736842105
Running  2106 Iterations, The Training Error rate is  16.25  and the Test Error rate is  21.9736842105
Running  2107 Iterations, The Training Error rate is  16.3  and the Test Error rate is  21.8421052632
Running  2108 Iterations, The Training Error rate is  16.25  and the Test Error rate is  21.8421052632
Running  2109 Iterations, The Training Error rate is  16.25  and the Test Error rate is  21.7105263158
Running  2110 Iterations, The Training Error rate is  16.3  and the Test Error rate is  21.7105263158
Running  2111 Iterations, The Training Error rate is  16.55  and the Test Error rate is  21.9736842105
Running  2112 Iterations, The Training Error rate is  16.5  and the Test Error rate is  21.9736842105
Running  2113 Iterations, The Training Error rate is  16.45  and the Test Error rate is  22.1052631579
Running  2114 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.1052631579
Running  2115 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.6315789474
Running  2116 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.6315789474
Running  2117 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.7631578947
Running  2118 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.7631578947
Running  2119 Iterations, The Training Error rate is  16.95  and the Test Error rate is  22.8947368421
Running  2120 Iterations, The Training Error rate is  16.95  and the Test Error rate is  22.8947368421
Running  2121 Iterations, The Training Error rate is  17.05  and the Test Error rate is  23.0263157895
Running  2122 Iterations, The Training Error rate is  17.05  and the Test Error rate is  23.0263157895
Running  2123 Iterations, The Training Error rate is  17.1  and the Test Error rate is  23.0263157895
Running  2124 Iterations, The Training Error rate is  17.05  and the Test Error rate is  23.0263157895
Running  2125 Iterations, The Training Error rate is  16.65  and the Test Error rate is  22.6315789474
Running  2126 Iterations, The Training Error rate is  16.75  and the Test Error rate is  22.6315789474
Running  2127 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.5
Running  2128 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.5
Running  2129 Iterations, The Training Error rate is  16.95  and the Test Error rate is  22.5
Running  2130 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.5
Running  2131 Iterations, The Training Error rate is  16.55  and the Test Error rate is  22.1052631579
Running  2132 Iterations, The Training Error rate is  16.6  and the Test Error rate is  22.1052631579
Running  2133 Iterations, The Training Error rate is  16.6  and the Test Error rate is  21.9736842105
Running  2134 Iterations, The Training Error rate is  16.65  and the Test Error rate is  21.9736842105
Running  2135 Iterations, The Training Error rate is  16.95  and the Test Error rate is  22.3684210526
Running  2136 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.3684210526
Running  2137 Iterations, The Training Error rate is  16.75  and the Test Error rate is  22.5
Running  2138 Iterations, The Training Error rate is  16.7  and the Test Error rate is  22.5
Running  2139 Iterations, The Training Error rate is  16.3  and the Test Error rate is  22.1052631579
Running  2140 Iterations, The Training Error rate is  16.4  and the Test Error rate is  22.1052631579
Running  2141 Iterations, The Training Error rate is  16.65  and the Test Error rate is  22.3684210526
Running  2142 Iterations, The Training Error rate is  16.7  and the Test Error rate is  22.3684210526
Running  2143 Iterations, The Training Error rate is  16.65  and the Test Error rate is  22.3684210526
Running  2144 Iterations, The Training Error rate is  16.7  and the Test Error rate is  22.3684210526
Running  2145 Iterations, The Training Error rate is  16.65  and the Test Error rate is  22.3684210526
Running  2146 Iterations, The Training Error rate is  16.65  and the Test Error rate is  22.3684210526
Running  2147 Iterations, The Training Error rate is  16.65  and the Test Error rate is  22.3684210526
Running  2148 Iterations, The Training Error rate is  16.75  and the Test Error rate is  22.3684210526
Running  2149 Iterations, The Training Error rate is  16.95  and the Test Error rate is  22.7631578947
Running  2150 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.7631578947
Running  2151 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.8947368421
Running  2152 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.8947368421
Running  2153 Iterations, The Training Error rate is  16.8  and the Test Error rate is  23.0263157895
Running  2154 Iterations, The Training Error rate is  16.75  and the Test Error rate is  23.0263157895
Running  2155 Iterations, The Training Error rate is  16.7  and the Test Error rate is  23.0263157895
Running  2156 Iterations, The Training Error rate is  16.7  and the Test Error rate is  23.0263157895
Running  2157 Iterations, The Training Error rate is  16.7  and the Test Error rate is  23.0263157895
Running  2158 Iterations, The Training Error rate is  16.65  and the Test Error rate is  23.0263157895
Running  2159 Iterations, The Training Error rate is  16.65  and the Test Error rate is  23.0263157895
Running  2160 Iterations, The Training Error rate is  16.6  and the Test Error rate is  23.0263157895
Running  2161 Iterations, The Training Error rate is  16.4  and the Test Error rate is  22.6315789474
Running  2162 Iterations, The Training Error rate is  16.35  and the Test Error rate is  22.6315789474
Running  2163 Iterations, The Training Error rate is  16.35  and the Test Error rate is  22.6315789474
Running  2164 Iterations, The Training Error rate is  16.3  and the Test Error rate is  22.6315789474
Running  2165 Iterations, The Training Error rate is  16.1  and the Test Error rate is  22.2368421053
Running  2166 Iterations, The Training Error rate is  16.1  and the Test Error rate is  22.2368421053
Running  2167 Iterations, The Training Error rate is  16.1  and the Test Error rate is  22.2368421053
Running  2168 Iterations, The Training Error rate is  16.05  and the Test Error rate is  22.2368421053
Running  2169 Iterations, The Training Error rate is  15.85  and the Test Error rate is  21.8421052632
Running  2170 Iterations, The Training Error rate is  15.85  and the Test Error rate is  21.8421052632
Running  2171 Iterations, The Training Error rate is  15.85  and the Test Error rate is  21.7105263158
Running  2172 Iterations, The Training Error rate is  15.7  and the Test Error rate is  21.7105263158
Running  2173 Iterations, The Training Error rate is  15.7  and the Test Error rate is  21.5789473684
Running  2174 Iterations, The Training Error rate is  15.7  and the Test Error rate is  21.5789473684
Running  2175 Iterations, The Training Error rate is  15.7  and the Test Error rate is  21.4473684211
Running  2176 Iterations, The Training Error rate is  15.7  and the Test Error rate is  21.4473684211
Running  2177 Iterations, The Training Error rate is  15.8  and the Test Error rate is  21.3157894737
Running  2178 Iterations, The Training Error rate is  15.7  and the Test Error rate is  21.3157894737
Running  2179 Iterations, The Training Error rate is  16.05  and the Test Error rate is  21.5789473684
Running  2180 Iterations, The Training Error rate is  16.1  and the Test Error rate is  21.5789473684
Running  2181 Iterations, The Training Error rate is  16.45  and the Test Error rate is  22.1052631579
Running  2182 Iterations, The Training Error rate is  16.45  and the Test Error rate is  22.1052631579
Running  2183 Iterations, The Training Error rate is  16.55  and the Test Error rate is  22.1052631579
Running  2184 Iterations, The Training Error rate is  16.55  and the Test Error rate is  22.1052631579
Running  2185 Iterations, The Training Error rate is  16.55  and the Test Error rate is  22.1052631579
Running  2186 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.1052631579
Running  2187 Iterations, The Training Error rate is  16.45  and the Test Error rate is  22.1052631579
Running  2188 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.1052631579
Running  2189 Iterations, The Training Error rate is  16.45  and the Test Error rate is  22.1052631579
Running  2190 Iterations, The Training Error rate is  16.4  and the Test Error rate is  21.9736842105
Running  2191 Iterations, The Training Error rate is  16.25  and the Test Error rate is  21.8421052632
Running  2192 Iterations, The Training Error rate is  16.3  and the Test Error rate is  21.8421052632
Running  2193 Iterations, The Training Error rate is  16.2  and the Test Error rate is  21.8421052632
Running  2194 Iterations, The Training Error rate is  16.15  and the Test Error rate is  21.8421052632
Running  2195 Iterations, The Training Error rate is  16.4  and the Test Error rate is  22.2368421053
Running  2196 Iterations, The Training Error rate is  16.35  and the Test Error rate is  22.2368421053
Running  2197 Iterations, The Training Error rate is  16.25  and the Test Error rate is  22.2368421053
Running  2198 Iterations, The Training Error rate is  16.35  and the Test Error rate is  22.2368421053
Running  2199 Iterations, The Training Error rate is  16.25  and the Test Error rate is  22.2368421053
Running  2200 Iterations, The Training Error rate is  16.3  and the Test Error rate is  22.3684210526
Running  2201 Iterations, The Training Error rate is  16.3  and the Test Error rate is  22.3684210526
Running  2202 Iterations, The Training Error rate is  16.45  and the Test Error rate is  22.3684210526
Running  2203 Iterations, The Training Error rate is  16.35  and the Test Error rate is  22.5
Running  2204 Iterations, The Training Error rate is  16.4  and the Test Error rate is  22.5
Running  2205 Iterations, The Training Error rate is  16.3  and the Test Error rate is  22.5
Running  2206 Iterations, The Training Error rate is  16.4  and the Test Error rate is  22.5
Running  2207 Iterations, The Training Error rate is  16.4  and the Test Error rate is  22.5
Running  2208 Iterations, The Training Error rate is  16.4  and the Test Error rate is  22.5
Running  2209 Iterations, The Training Error rate is  16.35  and the Test Error rate is  22.5
Running  2210 Iterations, The Training Error rate is  16.3  and the Test Error rate is  22.5
Running  2211 Iterations, The Training Error rate is  16.3  and the Test Error rate is  22.5
Running  2212 Iterations, The Training Error rate is  16.2  and the Test Error rate is  22.5
Running  2213 Iterations, The Training Error rate is  16.2  and the Test Error rate is  22.3684210526
Running  2214 Iterations, The Training Error rate is  16.15  and the Test Error rate is  22.3684210526
Running  2215 Iterations, The Training Error rate is  16.0  and the Test Error rate is  21.9736842105
Running  2216 Iterations, The Training Error rate is  16.0  and the Test Error rate is  21.8421052632
Running  2217 Iterations, The Training Error rate is  16.0  and the Test Error rate is  21.8421052632
Running  2218 Iterations, The Training Error rate is  15.85  and the Test Error rate is  21.8421052632
Running  2219 Iterations, The Training Error rate is  15.9  and the Test Error rate is  21.8421052632
Running  2220 Iterations, The Training Error rate is  15.9  and the Test Error rate is  21.8421052632
Running  2221 Iterations, The Training Error rate is  15.95  and the Test Error rate is  21.8421052632
Running  2222 Iterations, The Training Error rate is  15.85  and the Test Error rate is  21.8421052632
Running  2223 Iterations, The Training Error rate is  15.8  and the Test Error rate is  21.8421052632
Running  2224 Iterations, The Training Error rate is  15.95  and the Test Error rate is  21.8421052632
Running  2225 Iterations, The Training Error rate is  16.15  and the Test Error rate is  22.2368421053
Running  2226 Iterations, The Training Error rate is  16.05  and the Test Error rate is  22.3684210526
Running  2227 Iterations, The Training Error rate is  16.05  and the Test Error rate is  22.3684210526
Running  2228 Iterations, The Training Error rate is  16.1  and the Test Error rate is  22.3684210526
Running  2229 Iterations, The Training Error rate is  15.9  and the Test Error rate is  21.9736842105
Running  2230 Iterations, The Training Error rate is  15.9  and the Test Error rate is  21.9736842105
Running  2231 Iterations, The Training Error rate is  15.8  and the Test Error rate is  21.9736842105
Running  2232 Iterations, The Training Error rate is  15.85  and the Test Error rate is  21.9736842105
Running  2233 Iterations, The Training Error rate is  15.95  and the Test Error rate is  21.9736842105
Running  2234 Iterations, The Training Error rate is  15.8  and the Test Error rate is  21.9736842105
Running  2235 Iterations, The Training Error rate is  15.6  and the Test Error rate is  21.5789473684
Running  2236 Iterations, The Training Error rate is  15.55  and the Test Error rate is  21.5789473684
Running  2237 Iterations, The Training Error rate is  15.55  and the Test Error rate is  21.5789473684
Running  2238 Iterations, The Training Error rate is  15.5  and the Test Error rate is  21.5789473684
Running  2239 Iterations, The Training Error rate is  15.65  and the Test Error rate is  21.9736842105
Running  2240 Iterations, The Training Error rate is  15.65  and the Test Error rate is  21.9736842105
Running  2241 Iterations, The Training Error rate is  15.45  and the Test Error rate is  21.5789473684
Running  2242 Iterations, The Training Error rate is  15.5  and the Test Error rate is  21.5789473684
Running  2243 Iterations, The Training Error rate is  15.5  and the Test Error rate is  21.5789473684
Running  2244 Iterations, The Training Error rate is  15.55  and the Test Error rate is  21.5789473684
Running  2245 Iterations, The Training Error rate is  15.8  and the Test Error rate is  21.9736842105
Running  2246 Iterations, The Training Error rate is  15.85  and the Test Error rate is  21.9736842105
Running  2247 Iterations, The Training Error rate is  15.85  and the Test Error rate is  21.9736842105
Running  2248 Iterations, The Training Error rate is  15.95  and the Test Error rate is  21.9736842105
Running  2249 Iterations, The Training Error rate is  16.0  and the Test Error rate is  21.9736842105
Running  2250 Iterations, The Training Error rate is  16.0  and the Test Error rate is  21.9736842105
Running  2251 Iterations, The Training Error rate is  16.15  and the Test Error rate is  22.3684210526
Running  2252 Iterations, The Training Error rate is  16.1  and the Test Error rate is  22.3684210526
Running  2253 Iterations, The Training Error rate is  16.05  and the Test Error rate is  22.3684210526
Running  2254 Iterations, The Training Error rate is  15.95  and the Test Error rate is  22.3684210526
Running  2255 Iterations, The Training Error rate is  15.8  and the Test Error rate is  22.3684210526
Running  2256 Iterations, The Training Error rate is  15.95  and the Test Error rate is  22.3684210526
Running  2257 Iterations, The Training Error rate is  15.85  and the Test Error rate is  22.3684210526
Running  2258 Iterations, The Training Error rate is  15.9  and the Test Error rate is  22.3684210526
Running  2259 Iterations, The Training Error rate is  15.8  and the Test Error rate is  22.3684210526
Running  2260 Iterations, The Training Error rate is  15.8  and the Test Error rate is  22.2368421053
Running  2261 Iterations, The Training Error rate is  15.8  and the Test Error rate is  22.2368421053
Running  2262 Iterations, The Training Error rate is  15.8  and the Test Error rate is  22.1052631579
Running  2263 Iterations, The Training Error rate is  15.75  and the Test Error rate is  22.1052631579
Running  2264 Iterations, The Training Error rate is  15.8  and the Test Error rate is  21.9736842105
Running  2265 Iterations, The Training Error rate is  15.8  and the Test Error rate is  21.9736842105
Running  2266 Iterations, The Training Error rate is  15.75  and the Test Error rate is  21.8421052632
Running  2267 Iterations, The Training Error rate is  15.75  and the Test Error rate is  21.8421052632
Running  2268 Iterations, The Training Error rate is  15.7  and the Test Error rate is  21.7105263158
Running  2269 Iterations, The Training Error rate is  15.65  and the Test Error rate is  21.7105263158
Running  2270 Iterations, The Training Error rate is  15.65  and the Test Error rate is  21.7105263158
Running  2271 Iterations, The Training Error rate is  15.6  and the Test Error rate is  21.7105263158
Running  2272 Iterations, The Training Error rate is  15.65  and the Test Error rate is  21.7105263158
Running  2273 Iterations, The Training Error rate is  15.6  and the Test Error rate is  21.7105263158
Running  2274 Iterations, The Training Error rate is  15.7  and the Test Error rate is  21.7105263158
Running  2275 Iterations, The Training Error rate is  15.6  and the Test Error rate is  21.7105263158
Running  2276 Iterations, The Training Error rate is  15.6  and the Test Error rate is  21.7105263158
Running  2277 Iterations, The Training Error rate is  15.5  and the Test Error rate is  21.7105263158
Running  2278 Iterations, The Training Error rate is  15.55  and the Test Error rate is  21.7105263158
Running  2279 Iterations, The Training Error rate is  15.5  and the Test Error rate is  21.7105263158
Running  2280 Iterations, The Training Error rate is  15.55  and the Test Error rate is  21.7105263158
Running  2281 Iterations, The Training Error rate is  15.5  and the Test Error rate is  21.7105263158
Running  2282 Iterations, The Training Error rate is  15.55  and the Test Error rate is  21.7105263158
Running  2283 Iterations, The Training Error rate is  15.5  and the Test Error rate is  21.7105263158
Running  2284 Iterations, The Training Error rate is  15.5  and the Test Error rate is  21.7105263158
Running  2285 Iterations, The Training Error rate is  15.55  and the Test Error rate is  21.7105263158
Running  2286 Iterations, The Training Error rate is  15.65  and the Test Error rate is  21.7105263158
Running  2287 Iterations, The Training Error rate is  15.7  and the Test Error rate is  21.7105263158
Running  2288 Iterations, The Training Error rate is  15.75  and the Test Error rate is  21.7105263158
Running  2289 Iterations, The Training Error rate is  15.75  and the Test Error rate is  21.5789473684
Running  2290 Iterations, The Training Error rate is  15.85  and the Test Error rate is  21.5789473684
Running  2291 Iterations, The Training Error rate is  15.8  and the Test Error rate is  21.4473684211
Running  2292 Iterations, The Training Error rate is  15.95  and the Test Error rate is  21.4473684211
Running  2293 Iterations, The Training Error rate is  15.9  and the Test Error rate is  21.3157894737
Running  2294 Iterations, The Training Error rate is  16.0  and the Test Error rate is  21.4473684211
Running  2295 Iterations, The Training Error rate is  15.9  and the Test Error rate is  21.3157894737
Running  2296 Iterations, The Training Error rate is  15.9  and the Test Error rate is  21.4473684211
Running  2297 Iterations, The Training Error rate is  15.8  and the Test Error rate is  21.3157894737
Running  2298 Iterations, The Training Error rate is  15.9  and the Test Error rate is  21.4473684211
Running  2299 Iterations, The Training Error rate is  15.8  and the Test Error rate is  21.4473684211
Running  2300 Iterations, The Training Error rate is  15.8  and the Test Error rate is  21.5789473684
Running  2301 Iterations, The Training Error rate is  15.75  and the Test Error rate is  21.5789473684
Running  2302 Iterations, The Training Error rate is  15.7  and the Test Error rate is  21.7105263158
Running  2303 Iterations, The Training Error rate is  15.65  and the Test Error rate is  21.7105263158
Running  2304 Iterations, The Training Error rate is  15.7  and the Test Error rate is  21.7105263158
Running  2305 Iterations, The Training Error rate is  15.65  and the Test Error rate is  21.5789473684
Running  2306 Iterations, The Training Error rate is  15.65  and the Test Error rate is  21.5789473684
Running  2307 Iterations, The Training Error rate is  15.6  and the Test Error rate is  21.4473684211
Running  2308 Iterations, The Training Error rate is  15.55  and the Test Error rate is  21.4473684211
Running  2309 Iterations, The Training Error rate is  15.55  and the Test Error rate is  21.3157894737
Running  2310 Iterations, The Training Error rate is  15.55  and the Test Error rate is  21.3157894737
Running  2311 Iterations, The Training Error rate is  15.55  and the Test Error rate is  21.1842105263
Running  2312 Iterations, The Training Error rate is  15.55  and the Test Error rate is  21.1842105263
Running  2313 Iterations, The Training Error rate is  15.55  and the Test Error rate is  21.0526315789
Running  2314 Iterations, The Training Error rate is  15.5  and the Test Error rate is  21.0526315789
Running  2315 Iterations, The Training Error rate is  15.5  and the Test Error rate is  21.0526315789
Running  2316 Iterations, The Training Error rate is  15.5  and the Test Error rate is  21.0526315789
Running  2317 Iterations, The Training Error rate is  15.5  and the Test Error rate is  21.0526315789
Running  2318 Iterations, The Training Error rate is  15.5  and the Test Error rate is  21.0526315789
Running  2319 Iterations, The Training Error rate is  15.45  and the Test Error rate is  21.0526315789
Running  2320 Iterations, The Training Error rate is  15.4  and the Test Error rate is  20.9210526316
Running  2321 Iterations, The Training Error rate is  15.4  and the Test Error rate is  20.9210526316
Running  2322 Iterations, The Training Error rate is  15.35  and the Test Error rate is  20.7894736842
Running  2323 Iterations, The Training Error rate is  15.3  and the Test Error rate is  20.7894736842
Running  2324 Iterations, The Training Error rate is  15.25  and the Test Error rate is  20.6578947368
Running  2325 Iterations, The Training Error rate is  15.25  and the Test Error rate is  20.6578947368
Running  2326 Iterations, The Training Error rate is  15.25  and the Test Error rate is  20.5263157895
Running  2327 Iterations, The Training Error rate is  15.2  and the Test Error rate is  20.5263157895
Running  2328 Iterations, The Training Error rate is  15.1  and the Test Error rate is  20.3947368421
Running  2329 Iterations, The Training Error rate is  15.15  and the Test Error rate is  20.3947368421
Running  2330 Iterations, The Training Error rate is  15.1  and the Test Error rate is  20.3947368421
Running  2331 Iterations, The Training Error rate is  15.05  and the Test Error rate is  20.3947368421
Running  2332 Iterations, The Training Error rate is  15.0  and the Test Error rate is  20.2631578947
Running  2333 Iterations, The Training Error rate is  15.05  and the Test Error rate is  20.2631578947
Running  2334 Iterations, The Training Error rate is  15.05  and the Test Error rate is  20.2631578947
Running  2335 Iterations, The Training Error rate is  15.0  and the Test Error rate is  20.2631578947
Running  2336 Iterations, The Training Error rate is  14.9  and the Test Error rate is  20.1315789474
Running  2337 Iterations, The Training Error rate is  14.95  and the Test Error rate is  20.1315789474
Running  2338 Iterations, The Training Error rate is  14.95  and the Test Error rate is  20.0
Running  2339 Iterations, The Training Error rate is  14.95  and the Test Error rate is  20.0
Running  2340 Iterations, The Training Error rate is  15.05  and the Test Error rate is  19.8684210526
Running  2341 Iterations, The Training Error rate is  15.1  and the Test Error rate is  19.8684210526
Running  2342 Iterations, The Training Error rate is  15.1  and the Test Error rate is  19.8684210526
Running  2343 Iterations, The Training Error rate is  15.1  and the Test Error rate is  19.8684210526
Running  2344 Iterations, The Training Error rate is  15.05  and the Test Error rate is  19.7368421053
Running  2345 Iterations, The Training Error rate is  15.1  and the Test Error rate is  19.7368421053
Running  2346 Iterations, The Training Error rate is  15.1  and the Test Error rate is  19.7368421053
Running  2347 Iterations, The Training Error rate is  15.1  and the Test Error rate is  19.7368421053
Running  2348 Iterations, The Training Error rate is  15.15  and the Test Error rate is  19.7368421053
Running  2349 Iterations, The Training Error rate is  15.1  and the Test Error rate is  19.7368421053
Running  2350 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  2351 Iterations, The Training Error rate is  15.05  and the Test Error rate is  19.7368421053
Running  2352 Iterations, The Training Error rate is  15.05  and the Test Error rate is  19.7368421053
Running  2353 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  2354 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  2355 Iterations, The Training Error rate is  15.05  and the Test Error rate is  19.7368421053
Running  2356 Iterations, The Training Error rate is  15.1  and the Test Error rate is  19.7368421053
Running  2357 Iterations, The Training Error rate is  15.1  and the Test Error rate is  19.7368421053
Running  2358 Iterations, The Training Error rate is  15.05  and the Test Error rate is  19.7368421053
Running  2359 Iterations, The Training Error rate is  15.15  and the Test Error rate is  19.8684210526
Running  2360 Iterations, The Training Error rate is  15.15  and the Test Error rate is  19.8684210526
Running  2361 Iterations, The Training Error rate is  15.1  and the Test Error rate is  19.8684210526
Running  2362 Iterations, The Training Error rate is  15.1  and the Test Error rate is  19.8684210526
Running  2363 Iterations, The Training Error rate is  15.2  and the Test Error rate is  20.0
Running  2364 Iterations, The Training Error rate is  15.25  and the Test Error rate is  20.0
Running  2365 Iterations, The Training Error rate is  15.25  and the Test Error rate is  20.1315789474
Running  2366 Iterations, The Training Error rate is  15.3  and the Test Error rate is  20.1315789474
Running  2367 Iterations, The Training Error rate is  15.3  and the Test Error rate is  20.1315789474
Running  2368 Iterations, The Training Error rate is  15.25  and the Test Error rate is  20.1315789474
Running  2369 Iterations, The Training Error rate is  15.25  and the Test Error rate is  20.1315789474
Running  2370 Iterations, The Training Error rate is  15.25  and the Test Error rate is  20.1315789474
Running  2371 Iterations, The Training Error rate is  15.25  and the Test Error rate is  20.1315789474
Running  2372 Iterations, The Training Error rate is  15.2  and the Test Error rate is  20.1315789474
Running  2373 Iterations, The Training Error rate is  15.2  and the Test Error rate is  20.1315789474
Running  2374 Iterations, The Training Error rate is  15.15  and the Test Error rate is  20.1315789474
Running  2375 Iterations, The Training Error rate is  15.1  and the Test Error rate is  20.1315789474
Running  2376 Iterations, The Training Error rate is  14.95  and the Test Error rate is  20.1315789474
Running  2377 Iterations, The Training Error rate is  15.05  and the Test Error rate is  20.2631578947
Running  2378 Iterations, The Training Error rate is  15.1  and the Test Error rate is  20.2631578947
Running  2379 Iterations, The Training Error rate is  15.1  and the Test Error rate is  20.2631578947
Running  2380 Iterations, The Training Error rate is  15.05  and the Test Error rate is  20.2631578947
Running  2381 Iterations, The Training Error rate is  15.15  and the Test Error rate is  20.3947368421
Running  2382 Iterations, The Training Error rate is  15.2  and the Test Error rate is  20.3947368421
Running  2383 Iterations, The Training Error rate is  15.2  and the Test Error rate is  20.3947368421
Running  2384 Iterations, The Training Error rate is  15.1  and the Test Error rate is  20.3947368421
Running  2385 Iterations, The Training Error rate is  15.25  and the Test Error rate is  20.3947368421
Running  2386 Iterations, The Training Error rate is  15.25  and the Test Error rate is  20.3947368421
Running  2387 Iterations, The Training Error rate is  15.2  and the Test Error rate is  20.3947368421
Running  2388 Iterations, The Training Error rate is  15.1  and the Test Error rate is  20.3947368421
Running  2389 Iterations, The Training Error rate is  15.15  and the Test Error rate is  20.3947368421
Running  2390 Iterations, The Training Error rate is  15.2  and the Test Error rate is  20.3947368421
Running  2391 Iterations, The Training Error rate is  15.2  and the Test Error rate is  20.3947368421
Running  2392 Iterations, The Training Error rate is  15.1  and the Test Error rate is  20.3947368421
Running  2393 Iterations, The Training Error rate is  15.2  and the Test Error rate is  20.3947368421
Running  2394 Iterations, The Training Error rate is  15.2  and the Test Error rate is  20.3947368421
Running  2395 Iterations, The Training Error rate is  15.15  and the Test Error rate is  20.3947368421
Running  2396 Iterations, The Training Error rate is  15.1  and the Test Error rate is  20.3947368421
Running  2397 Iterations, The Training Error rate is  15.15  and the Test Error rate is  20.3947368421
Running  2398 Iterations, The Training Error rate is  15.15  and the Test Error rate is  20.3947368421
Running  2399 Iterations, The Training Error rate is  15.15  and the Test Error rate is  20.3947368421
Running  2400 Iterations, The Training Error rate is  15.05  and the Test Error rate is  20.3947368421
Running  2401 Iterations, The Training Error rate is  15.0  and the Test Error rate is  20.3947368421
Running  2402 Iterations, The Training Error rate is  15.0  and the Test Error rate is  20.3947368421
Running  2403 Iterations, The Training Error rate is  14.95  and the Test Error rate is  20.3947368421
Running  2404 Iterations, The Training Error rate is  14.9  and the Test Error rate is  20.3947368421
Running  2405 Iterations, The Training Error rate is  14.85  and the Test Error rate is  20.3947368421
Running  2406 Iterations, The Training Error rate is  14.8  and the Test Error rate is  20.3947368421
Running  2407 Iterations, The Training Error rate is  14.75  and the Test Error rate is  20.3947368421
Running  2408 Iterations, The Training Error rate is  14.8  and the Test Error rate is  20.3947368421
Running  2409 Iterations, The Training Error rate is  14.7  and the Test Error rate is  20.3947368421
Running  2410 Iterations, The Training Error rate is  14.65  and the Test Error rate is  20.3947368421
Running  2411 Iterations, The Training Error rate is  14.7  and the Test Error rate is  20.3947368421
Running  2412 Iterations, The Training Error rate is  14.65  and the Test Error rate is  20.2631578947
Running  2413 Iterations, The Training Error rate is  14.6  and the Test Error rate is  20.2631578947
Running  2414 Iterations, The Training Error rate is  14.7  and the Test Error rate is  20.2631578947
Running  2415 Iterations, The Training Error rate is  14.65  and the Test Error rate is  20.2631578947
Running  2416 Iterations, The Training Error rate is  14.7  and the Test Error rate is  20.1315789474
Running  2417 Iterations, The Training Error rate is  14.75  and the Test Error rate is  20.1315789474
Running  2418 Iterations, The Training Error rate is  14.65  and the Test Error rate is  20.0
Running  2419 Iterations, The Training Error rate is  14.7  and the Test Error rate is  20.0
Running  2420 Iterations, The Training Error rate is  14.75  and the Test Error rate is  19.8684210526
Running  2421 Iterations, The Training Error rate is  14.65  and the Test Error rate is  19.8684210526
Running  2422 Iterations, The Training Error rate is  14.6  and the Test Error rate is  19.8684210526
Running  2423 Iterations, The Training Error rate is  14.65  and the Test Error rate is  19.8684210526
Running  2424 Iterations, The Training Error rate is  14.55  and the Test Error rate is  19.7368421053
Running  2425 Iterations, The Training Error rate is  14.65  and the Test Error rate is  19.7368421053
Running  2426 Iterations, The Training Error rate is  14.65  and the Test Error rate is  19.7368421053
Running  2427 Iterations, The Training Error rate is  14.6  and the Test Error rate is  19.7368421053
Running  2428 Iterations, The Training Error rate is  14.65  and the Test Error rate is  19.7368421053
Running  2429 Iterations, The Training Error rate is  14.6  and the Test Error rate is  19.6052631579
Running  2430 Iterations, The Training Error rate is  14.45  and the Test Error rate is  19.6052631579
Running  2431 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.6052631579
Running  2432 Iterations, The Training Error rate is  14.55  and the Test Error rate is  19.6052631579
Running  2433 Iterations, The Training Error rate is  14.45  and the Test Error rate is  19.6052631579
Running  2434 Iterations, The Training Error rate is  14.35  and the Test Error rate is  19.6052631579
Running  2435 Iterations, The Training Error rate is  14.4  and the Test Error rate is  19.6052631579
Running  2436 Iterations, The Training Error rate is  14.25  and the Test Error rate is  19.6052631579
Running  2437 Iterations, The Training Error rate is  14.3  and the Test Error rate is  19.6052631579
Running  2438 Iterations, The Training Error rate is  14.2  and the Test Error rate is  19.6052631579
Running  2439 Iterations, The Training Error rate is  14.25  and the Test Error rate is  19.6052631579
Running  2440 Iterations, The Training Error rate is  14.25  and the Test Error rate is  19.6052631579
Running  2441 Iterations, The Training Error rate is  14.35  and the Test Error rate is  19.6052631579
Running  2442 Iterations, The Training Error rate is  14.35  and the Test Error rate is  19.6052631579
Running  2443 Iterations, The Training Error rate is  14.4  and the Test Error rate is  19.6052631579
Running  2444 Iterations, The Training Error rate is  14.45  and the Test Error rate is  19.6052631579
Running  2445 Iterations, The Training Error rate is  14.4  and the Test Error rate is  19.6052631579
Running  2446 Iterations, The Training Error rate is  14.4  and the Test Error rate is  19.6052631579
Running  2447 Iterations, The Training Error rate is  14.35  and the Test Error rate is  19.6052631579
Running  2448 Iterations, The Training Error rate is  14.3  and the Test Error rate is  19.6052631579
Running  2449 Iterations, The Training Error rate is  14.45  and the Test Error rate is  19.7368421053
Running  2450 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  2451 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  2452 Iterations, The Training Error rate is  14.4  and the Test Error rate is  19.7368421053
Running  2453 Iterations, The Training Error rate is  14.45  and the Test Error rate is  19.6052631579
Running  2454 Iterations, The Training Error rate is  14.4  and the Test Error rate is  19.6052631579
Running  2455 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.6052631579
Running  2456 Iterations, The Training Error rate is  14.55  and the Test Error rate is  19.6052631579
Running  2457 Iterations, The Training Error rate is  14.65  and the Test Error rate is  19.4736842105
Running  2458 Iterations, The Training Error rate is  14.7  and the Test Error rate is  19.4736842105
Running  2459 Iterations, The Training Error rate is  14.6  and the Test Error rate is  19.3421052632
Running  2460 Iterations, The Training Error rate is  14.55  and the Test Error rate is  19.3421052632
Running  2461 Iterations, The Training Error rate is  14.55  and the Test Error rate is  19.2105263158
Running  2462 Iterations, The Training Error rate is  14.55  and the Test Error rate is  19.2105263158
Running  2463 Iterations, The Training Error rate is  14.6  and the Test Error rate is  19.0789473684
Running  2464 Iterations, The Training Error rate is  14.7  and the Test Error rate is  19.0789473684
Running  2465 Iterations, The Training Error rate is  14.6  and the Test Error rate is  18.8157894737
Running  2466 Iterations, The Training Error rate is  14.6  and the Test Error rate is  18.8157894737
Running  2467 Iterations, The Training Error rate is  14.6  and the Test Error rate is  18.8157894737
Running  2468 Iterations, The Training Error rate is  14.55  and the Test Error rate is  18.8157894737
Running  2469 Iterations, The Training Error rate is  14.55  and the Test Error rate is  18.6842105263
Running  2470 Iterations, The Training Error rate is  14.55  and the Test Error rate is  18.6842105263
Running  2471 Iterations, The Training Error rate is  14.6  and the Test Error rate is  18.6842105263
Running  2472 Iterations, The Training Error rate is  14.65  and the Test Error rate is  18.6842105263
Running  2473 Iterations, The Training Error rate is  14.65  and the Test Error rate is  18.6842105263
Running  2474 Iterations, The Training Error rate is  14.6  and the Test Error rate is  18.6842105263
Running  2475 Iterations, The Training Error rate is  14.6  and the Test Error rate is  18.6842105263
Running  2476 Iterations, The Training Error rate is  14.55  and the Test Error rate is  18.6842105263
Running  2477 Iterations, The Training Error rate is  14.6  and the Test Error rate is  18.6842105263
Running  2478 Iterations, The Training Error rate is  14.65  and the Test Error rate is  18.6842105263
Running  2479 Iterations, The Training Error rate is  14.7  and the Test Error rate is  18.6842105263
Running  2480 Iterations, The Training Error rate is  14.7  and the Test Error rate is  18.6842105263
Running  2481 Iterations, The Training Error rate is  14.6  and the Test Error rate is  18.5526315789
Running  2482 Iterations, The Training Error rate is  14.55  and the Test Error rate is  18.5526315789
Running  2483 Iterations, The Training Error rate is  14.6  and the Test Error rate is  18.5526315789
Running  2484 Iterations, The Training Error rate is  14.6  and the Test Error rate is  18.5526315789
Running  2485 Iterations, The Training Error rate is  14.65  and the Test Error rate is  18.5526315789
Running  2486 Iterations, The Training Error rate is  14.65  and the Test Error rate is  18.5526315789
Running  2487 Iterations, The Training Error rate is  14.6  and the Test Error rate is  18.4210526316
Running  2488 Iterations, The Training Error rate is  14.55  and the Test Error rate is  18.4210526316
Running  2489 Iterations, The Training Error rate is  14.5  and the Test Error rate is  18.4210526316
Running  2490 Iterations, The Training Error rate is  14.5  and the Test Error rate is  18.4210526316
Running  2491 Iterations, The Training Error rate is  14.5  and the Test Error rate is  18.4210526316
Running  2492 Iterations, The Training Error rate is  14.5  and the Test Error rate is  18.4210526316
Running  2493 Iterations, The Training Error rate is  14.4  and the Test Error rate is  18.5526315789
Running  2494 Iterations, The Training Error rate is  14.3  and the Test Error rate is  18.5526315789
Running  2495 Iterations, The Training Error rate is  14.3  and the Test Error rate is  18.4210526316
Running  2496 Iterations, The Training Error rate is  14.35  and the Test Error rate is  18.4210526316
Running  2497 Iterations, The Training Error rate is  14.3  and the Test Error rate is  18.2894736842
Running  2498 Iterations, The Training Error rate is  14.3  and the Test Error rate is  18.2894736842
Running  2499 Iterations, The Training Error rate is  14.4  and the Test Error rate is  18.1578947368
Running  2500 Iterations, The Training Error rate is  14.4  and the Test Error rate is  18.1578947368
Running  2501 Iterations, The Training Error rate is  14.45  and the Test Error rate is  18.0263157895
Running  2502 Iterations, The Training Error rate is  14.45  and the Test Error rate is  18.0263157895
Running  2503 Iterations, The Training Error rate is  14.45  and the Test Error rate is  17.7631578947
Running  2504 Iterations, The Training Error rate is  14.45  and the Test Error rate is  17.7631578947
Running  2505 Iterations, The Training Error rate is  14.3  and the Test Error rate is  17.7631578947
Running  2506 Iterations, The Training Error rate is  14.35  and the Test Error rate is  17.7631578947
Running  2507 Iterations, The Training Error rate is  14.4  and the Test Error rate is  17.8947368421
Running  2508 Iterations, The Training Error rate is  14.45  and the Test Error rate is  17.8947368421
Running  2509 Iterations, The Training Error rate is  14.25  and the Test Error rate is  17.8947368421
Running  2510 Iterations, The Training Error rate is  14.2  and the Test Error rate is  17.8947368421
Running  2511 Iterations, The Training Error rate is  14.1  and the Test Error rate is  17.8947368421
Running  2512 Iterations, The Training Error rate is  14.05  and the Test Error rate is  17.8947368421
Running  2513 Iterations, The Training Error rate is  14.05  and the Test Error rate is  17.8947368421
Running  2514 Iterations, The Training Error rate is  14.05  and the Test Error rate is  17.8947368421
Running  2515 Iterations, The Training Error rate is  14.05  and the Test Error rate is  17.8947368421
Running  2516 Iterations, The Training Error rate is  13.9  and the Test Error rate is  17.8947368421
Running  2517 Iterations, The Training Error rate is  13.95  and the Test Error rate is  17.7631578947
Running  2518 Iterations, The Training Error rate is  13.8  and the Test Error rate is  17.7631578947
Running  2519 Iterations, The Training Error rate is  13.8  and the Test Error rate is  17.7631578947
Running  2520 Iterations, The Training Error rate is  13.75  and the Test Error rate is  17.7631578947
Running  2521 Iterations, The Training Error rate is  13.65  and the Test Error rate is  17.7631578947
Running  2522 Iterations, The Training Error rate is  13.7  and the Test Error rate is  17.7631578947
Running  2523 Iterations, The Training Error rate is  13.65  and the Test Error rate is  17.7631578947
Running  2524 Iterations, The Training Error rate is  13.65  and the Test Error rate is  17.7631578947
Running  2525 Iterations, The Training Error rate is  13.7  and the Test Error rate is  17.7631578947
Running  2526 Iterations, The Training Error rate is  13.7  and the Test Error rate is  17.7631578947
Running  2527 Iterations, The Training Error rate is  13.55  and the Test Error rate is  17.7631578947
Running  2528 Iterations, The Training Error rate is  13.6  and the Test Error rate is  17.7631578947
Running  2529 Iterations, The Training Error rate is  13.6  and the Test Error rate is  17.7631578947
Running  2530 Iterations, The Training Error rate is  13.7  and the Test Error rate is  17.7631578947
Running  2531 Iterations, The Training Error rate is  13.7  and the Test Error rate is  17.7631578947
Running  2532 Iterations, The Training Error rate is  13.65  and the Test Error rate is  17.7631578947
Running  2533 Iterations, The Training Error rate is  13.65  and the Test Error rate is  17.7631578947
Running  2534 Iterations, The Training Error rate is  13.6  and the Test Error rate is  17.7631578947
Running  2535 Iterations, The Training Error rate is  13.5  and the Test Error rate is  17.7631578947
Running  2536 Iterations, The Training Error rate is  13.6  and the Test Error rate is  17.7631578947
Running  2537 Iterations, The Training Error rate is  13.5  and the Test Error rate is  17.7631578947
Running  2538 Iterations, The Training Error rate is  13.55  and the Test Error rate is  17.7631578947
Running  2539 Iterations, The Training Error rate is  13.55  and the Test Error rate is  17.7631578947
Running  2540 Iterations, The Training Error rate is  13.5  and the Test Error rate is  17.8947368421
Running  2541 Iterations, The Training Error rate is  13.5  and the Test Error rate is  17.8947368421
Running  2542 Iterations, The Training Error rate is  13.5  and the Test Error rate is  18.0263157895
Running  2543 Iterations, The Training Error rate is  13.5  and the Test Error rate is  18.0263157895
Running  2544 Iterations, The Training Error rate is  13.5  and the Test Error rate is  18.1578947368
Running  2545 Iterations, The Training Error rate is  13.5  and the Test Error rate is  18.1578947368
Running  2546 Iterations, The Training Error rate is  13.45  and the Test Error rate is  18.2894736842
Running  2547 Iterations, The Training Error rate is  13.55  and the Test Error rate is  18.2894736842
Running  2548 Iterations, The Training Error rate is  13.5  and the Test Error rate is  18.4210526316
Running  2549 Iterations, The Training Error rate is  13.5  and the Test Error rate is  18.4210526316
Running  2550 Iterations, The Training Error rate is  13.55  and the Test Error rate is  18.4210526316
Running  2551 Iterations, The Training Error rate is  13.55  and the Test Error rate is  18.4210526316
Running  2552 Iterations, The Training Error rate is  13.55  and the Test Error rate is  18.4210526316
Running  2553 Iterations, The Training Error rate is  13.55  and the Test Error rate is  18.4210526316
Running  2554 Iterations, The Training Error rate is  13.55  and the Test Error rate is  18.4210526316
Running  2555 Iterations, The Training Error rate is  13.55  and the Test Error rate is  18.4210526316
Running  2556 Iterations, The Training Error rate is  13.45  and the Test Error rate is  18.4210526316
Running  2557 Iterations, The Training Error rate is  13.4  and the Test Error rate is  18.4210526316
Running  2558 Iterations, The Training Error rate is  13.45  and the Test Error rate is  18.4210526316
Running  2559 Iterations, The Training Error rate is  13.4  and the Test Error rate is  18.4210526316
Running  2560 Iterations, The Training Error rate is  13.3  and the Test Error rate is  18.4210526316
Running  2561 Iterations, The Training Error rate is  13.3  and the Test Error rate is  18.2894736842
Running  2562 Iterations, The Training Error rate is  13.2  and the Test Error rate is  18.2894736842
Running  2563 Iterations, The Training Error rate is  13.15  and the Test Error rate is  18.1578947368
Running  2564 Iterations, The Training Error rate is  13.1  and the Test Error rate is  18.1578947368
Running  2565 Iterations, The Training Error rate is  13.15  and the Test Error rate is  18.0263157895
Running  2566 Iterations, The Training Error rate is  13.15  and the Test Error rate is  18.0263157895
Running  2567 Iterations, The Training Error rate is  13.1  and the Test Error rate is  17.8947368421
Running  2568 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.8947368421
Running  2569 Iterations, The Training Error rate is  13.05  and the Test Error rate is  17.7631578947
Running  2570 Iterations, The Training Error rate is  13.0  and the Test Error rate is  17.7631578947
Running  2571 Iterations, The Training Error rate is  13.05  and the Test Error rate is  17.7631578947
Running  2572 Iterations, The Training Error rate is  13.05  and the Test Error rate is  17.7631578947
Running  2573 Iterations, The Training Error rate is  13.0  and the Test Error rate is  17.7631578947
Running  2574 Iterations, The Training Error rate is  13.0  and the Test Error rate is  17.7631578947
Running  2575 Iterations, The Training Error rate is  13.05  and the Test Error rate is  17.7631578947
Running  2576 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.7631578947
Running  2577 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.7631578947
Running  2578 Iterations, The Training Error rate is  12.9  and the Test Error rate is  17.7631578947
Running  2579 Iterations, The Training Error rate is  12.85  and the Test Error rate is  17.7631578947
Running  2580 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.6315789474
Running  2581 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.7631578947
Running  2582 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.6315789474
Running  2583 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.7631578947
Running  2584 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.6315789474
Running  2585 Iterations, The Training Error rate is  12.9  and the Test Error rate is  17.7631578947
Running  2586 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.6315789474
Running  2587 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.7631578947
Running  2588 Iterations, The Training Error rate is  13.1  and the Test Error rate is  17.6315789474
Running  2589 Iterations, The Training Error rate is  13.1  and the Test Error rate is  17.6315789474
Running  2590 Iterations, The Training Error rate is  13.25  and the Test Error rate is  17.6315789474
Running  2591 Iterations, The Training Error rate is  13.2  and the Test Error rate is  17.6315789474
Running  2592 Iterations, The Training Error rate is  13.2  and the Test Error rate is  17.6315789474
Running  2593 Iterations, The Training Error rate is  13.3  and the Test Error rate is  17.5
Running  2594 Iterations, The Training Error rate is  13.1  and the Test Error rate is  17.5
Running  2595 Iterations, The Training Error rate is  13.05  and the Test Error rate is  17.5
Running  2596 Iterations, The Training Error rate is  13.05  and the Test Error rate is  17.5
Running  2597 Iterations, The Training Error rate is  13.05  and the Test Error rate is  17.5
Running  2598 Iterations, The Training Error rate is  13.0  and the Test Error rate is  17.5
Running  2599 Iterations, The Training Error rate is  13.0  and the Test Error rate is  17.6315789474
Running  2600 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.6315789474
Running  2601 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.6315789474
Running  2602 Iterations, The Training Error rate is  13.0  and the Test Error rate is  17.6315789474
Running  2603 Iterations, The Training Error rate is  13.0  and the Test Error rate is  17.7631578947
Running  2604 Iterations, The Training Error rate is  13.05  and the Test Error rate is  17.7631578947
Running  2605 Iterations, The Training Error rate is  13.05  and the Test Error rate is  17.7631578947
Running  2606 Iterations, The Training Error rate is  13.2  and the Test Error rate is  17.7631578947
Running  2607 Iterations, The Training Error rate is  13.25  and the Test Error rate is  17.7631578947
Running  2608 Iterations, The Training Error rate is  13.2  and the Test Error rate is  17.7631578947
Running  2609 Iterations, The Training Error rate is  13.15  and the Test Error rate is  17.7631578947
Running  2610 Iterations, The Training Error rate is  13.2  and the Test Error rate is  17.7631578947
Running  2611 Iterations, The Training Error rate is  13.2  and the Test Error rate is  17.7631578947
Running  2612 Iterations, The Training Error rate is  13.2  and the Test Error rate is  17.7631578947
Running  2613 Iterations, The Training Error rate is  13.15  and the Test Error rate is  17.7631578947
Running  2614 Iterations, The Training Error rate is  13.25  and the Test Error rate is  17.7631578947
Running  2615 Iterations, The Training Error rate is  13.25  and the Test Error rate is  17.7631578947
Running  2616 Iterations, The Training Error rate is  13.15  and the Test Error rate is  17.7631578947
Running  2617 Iterations, The Training Error rate is  13.15  and the Test Error rate is  17.6315789474
Running  2618 Iterations, The Training Error rate is  13.2  and the Test Error rate is  17.6315789474
Running  2619 Iterations, The Training Error rate is  13.2  and the Test Error rate is  17.5
Running  2620 Iterations, The Training Error rate is  13.1  and the Test Error rate is  17.5
Running  2621 Iterations, The Training Error rate is  13.2  and the Test Error rate is  17.3684210526
Running  2622 Iterations, The Training Error rate is  13.1  and the Test Error rate is  17.3684210526
Running  2623 Iterations, The Training Error rate is  13.1  and the Test Error rate is  17.2368421053
Running  2624 Iterations, The Training Error rate is  13.0  and the Test Error rate is  17.2368421053
Running  2625 Iterations, The Training Error rate is  13.05  and the Test Error rate is  17.2368421053
Running  2626 Iterations, The Training Error rate is  13.0  and the Test Error rate is  17.2368421053
Running  2627 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.3684210526
Running  2628 Iterations, The Training Error rate is  12.9  and the Test Error rate is  17.3684210526
Running  2629 Iterations, The Training Error rate is  12.85  and the Test Error rate is  17.5
Running  2630 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.5
Running  2631 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.6315789474
Running  2632 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.6315789474
Running  2633 Iterations, The Training Error rate is  12.85  and the Test Error rate is  17.7631578947
Running  2634 Iterations, The Training Error rate is  12.9  and the Test Error rate is  17.7631578947
Running  2635 Iterations, The Training Error rate is  12.9  and the Test Error rate is  17.7631578947
Running  2636 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.7631578947
Running  2637 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.6315789474
Running  2638 Iterations, The Training Error rate is  13.0  and the Test Error rate is  17.6315789474
Running  2639 Iterations, The Training Error rate is  13.0  and the Test Error rate is  17.5
Running  2640 Iterations, The Training Error rate is  12.9  and the Test Error rate is  17.5
Running  2641 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.5
Running  2642 Iterations, The Training Error rate is  12.85  and the Test Error rate is  17.5
Running  2643 Iterations, The Training Error rate is  12.9  and the Test Error rate is  17.5
Running  2644 Iterations, The Training Error rate is  12.85  and the Test Error rate is  17.5
Running  2645 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.6315789474
Running  2646 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.6315789474
Running  2647 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.8947368421
Running  2648 Iterations, The Training Error rate is  12.7  and the Test Error rate is  17.8947368421
Running  2649 Iterations, The Training Error rate is  12.7  and the Test Error rate is  18.1578947368
Running  2650 Iterations, The Training Error rate is  12.8  and the Test Error rate is  18.1578947368
Running  2651 Iterations, The Training Error rate is  12.8  and the Test Error rate is  18.2894736842
Running  2652 Iterations, The Training Error rate is  12.95  and the Test Error rate is  18.2894736842
Running  2653 Iterations, The Training Error rate is  12.9  and the Test Error rate is  18.4210526316
Running  2654 Iterations, The Training Error rate is  13.0  and the Test Error rate is  18.4210526316
Running  2655 Iterations, The Training Error rate is  13.0  and the Test Error rate is  18.4210526316
Running  2656 Iterations, The Training Error rate is  13.05  and the Test Error rate is  18.4210526316
Running  2657 Iterations, The Training Error rate is  13.0  and the Test Error rate is  18.4210526316
Running  2658 Iterations, The Training Error rate is  13.05  and the Test Error rate is  18.4210526316
Running  2659 Iterations, The Training Error rate is  13.15  and the Test Error rate is  18.4210526316
Running  2660 Iterations, The Training Error rate is  13.1  and the Test Error rate is  18.4210526316
Running  2661 Iterations, The Training Error rate is  13.1  and the Test Error rate is  18.4210526316
Running  2662 Iterations, The Training Error rate is  13.0  and the Test Error rate is  18.4210526316
Running  2663 Iterations, The Training Error rate is  13.05  and the Test Error rate is  18.4210526316
Running  2664 Iterations, The Training Error rate is  13.05  and the Test Error rate is  18.4210526316
Running  2665 Iterations, The Training Error rate is  13.0  and the Test Error rate is  18.4210526316
Running  2666 Iterations, The Training Error rate is  13.0  and the Test Error rate is  18.4210526316
Running  2667 Iterations, The Training Error rate is  13.1  and the Test Error rate is  18.2894736842
Running  2668 Iterations, The Training Error rate is  13.05  and the Test Error rate is  18.2894736842
Running  2669 Iterations, The Training Error rate is  13.0  and the Test Error rate is  18.2894736842
Running  2670 Iterations, The Training Error rate is  12.95  and the Test Error rate is  18.2894736842
Running  2671 Iterations, The Training Error rate is  12.95  and the Test Error rate is  18.2894736842
Running  2672 Iterations, The Training Error rate is  12.9  and the Test Error rate is  18.2894736842
Running  2673 Iterations, The Training Error rate is  12.9  and the Test Error rate is  18.2894736842
Running  2674 Iterations, The Training Error rate is  12.8  and the Test Error rate is  18.2894736842
Running  2675 Iterations, The Training Error rate is  12.8  and the Test Error rate is  18.2894736842
Running  2676 Iterations, The Training Error rate is  12.85  and the Test Error rate is  18.2894736842
Running  2677 Iterations, The Training Error rate is  12.75  and the Test Error rate is  18.4210526316
Running  2678 Iterations, The Training Error rate is  12.8  and the Test Error rate is  18.4210526316
Running  2679 Iterations, The Training Error rate is  12.8  and the Test Error rate is  18.4210526316
Running  2680 Iterations, The Training Error rate is  12.85  and the Test Error rate is  18.4210526316
Running  2681 Iterations, The Training Error rate is  12.8  and the Test Error rate is  18.4210526316
Running  2682 Iterations, The Training Error rate is  12.8  and the Test Error rate is  18.4210526316
Running  2683 Iterations, The Training Error rate is  12.8  and the Test Error rate is  18.2894736842
Running  2684 Iterations, The Training Error rate is  12.75  and the Test Error rate is  18.2894736842
Running  2685 Iterations, The Training Error rate is  12.75  and the Test Error rate is  18.1578947368
Running  2686 Iterations, The Training Error rate is  12.8  and the Test Error rate is  18.1578947368
Running  2687 Iterations, The Training Error rate is  12.8  and the Test Error rate is  18.0263157895
Running  2688 Iterations, The Training Error rate is  12.75  and the Test Error rate is  18.0263157895
Running  2689 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.8947368421
Running  2690 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.8947368421
Running  2691 Iterations, The Training Error rate is  12.85  and the Test Error rate is  17.7631578947
Running  2692 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.7631578947
Running  2693 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2694 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.7631578947
Running  2695 Iterations, The Training Error rate is  13.0  and the Test Error rate is  17.7631578947
Running  2696 Iterations, The Training Error rate is  12.9  and the Test Error rate is  17.7631578947
Running  2697 Iterations, The Training Error rate is  13.0  and the Test Error rate is  17.6315789474
Running  2698 Iterations, The Training Error rate is  13.0  and the Test Error rate is  17.6315789474
Running  2699 Iterations, The Training Error rate is  12.9  and the Test Error rate is  17.6315789474
Running  2700 Iterations, The Training Error rate is  13.0  and the Test Error rate is  17.6315789474
Running  2701 Iterations, The Training Error rate is  12.9  and the Test Error rate is  17.6315789474
Running  2702 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.6315789474
Running  2703 Iterations, The Training Error rate is  13.05  and the Test Error rate is  17.6315789474
Running  2704 Iterations, The Training Error rate is  12.85  and the Test Error rate is  17.6315789474
Running  2705 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.6315789474
Running  2706 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.6315789474
Running  2707 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2708 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2709 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2710 Iterations, The Training Error rate is  12.7  and the Test Error rate is  17.7631578947
Running  2711 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.7631578947
Running  2712 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.7631578947
Running  2713 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2714 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2715 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.7631578947
Running  2716 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2717 Iterations, The Training Error rate is  12.7  and the Test Error rate is  17.7631578947
Running  2718 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2719 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2720 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2721 Iterations, The Training Error rate is  12.65  and the Test Error rate is  17.7631578947
Running  2722 Iterations, The Training Error rate is  12.65  and the Test Error rate is  17.7631578947
Running  2723 Iterations, The Training Error rate is  12.7  and the Test Error rate is  17.7631578947
Running  2724 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2725 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2726 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2727 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.7631578947
Running  2728 Iterations, The Training Error rate is  12.85  and the Test Error rate is  17.7631578947
Running  2729 Iterations, The Training Error rate is  12.85  and the Test Error rate is  17.7631578947
Running  2730 Iterations, The Training Error rate is  12.85  and the Test Error rate is  17.7631578947
Running  2731 Iterations, The Training Error rate is  12.9  and the Test Error rate is  17.7631578947
Running  2732 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.7631578947
Running  2733 Iterations, The Training Error rate is  12.9  and the Test Error rate is  17.7631578947
Running  2734 Iterations, The Training Error rate is  12.95  and the Test Error rate is  17.7631578947
Running  2735 Iterations, The Training Error rate is  12.9  and the Test Error rate is  17.7631578947
Running  2736 Iterations, The Training Error rate is  12.9  and the Test Error rate is  17.7631578947
Running  2737 Iterations, The Training Error rate is  12.9  and the Test Error rate is  17.7631578947
Running  2738 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2739 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2740 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2741 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2742 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2743 Iterations, The Training Error rate is  12.7  and the Test Error rate is  17.7631578947
Running  2744 Iterations, The Training Error rate is  12.7  and the Test Error rate is  17.7631578947
Running  2745 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2746 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.7631578947
Running  2747 Iterations, The Training Error rate is  12.75  and the Test Error rate is  17.7631578947
Running  2748 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.7631578947
Running  2749 Iterations, The Training Error rate is  12.8  and the Test Error rate is  17.7631578947
Running  2750 Iterations, The Training Error rate is  12.7  and the Test Error rate is  17.7631578947
Running  2751 Iterations, The Training Error rate is  12.65  and the Test Error rate is  17.7631578947
Running  2752 Iterations, The Training Error rate is  12.7  and the Test Error rate is  17.7631578947
Running  2753 Iterations, The Training Error rate is  12.6  and the Test Error rate is  17.7631578947
Running  2754 Iterations, The Training Error rate is  12.6  and the Test Error rate is  17.7631578947
Running  2755 Iterations, The Training Error rate is  12.5  and the Test Error rate is  17.7631578947
Running  2756 Iterations, The Training Error rate is  12.55  and the Test Error rate is  17.7631578947
Running  2757 Iterations, The Training Error rate is  12.5  and the Test Error rate is  17.7631578947
Running  2758 Iterations, The Training Error rate is  12.5  and the Test Error rate is  17.7631578947
Running  2759 Iterations, The Training Error rate is  12.45  and the Test Error rate is  17.7631578947
Running  2760 Iterations, The Training Error rate is  12.45  and the Test Error rate is  17.7631578947
Running  2761 Iterations, The Training Error rate is  12.4  and the Test Error rate is  17.7631578947
Running  2762 Iterations, The Training Error rate is  12.4  and the Test Error rate is  17.7631578947
Running  2763 Iterations, The Training Error rate is  12.35  and the Test Error rate is  17.7631578947
Running  2764 Iterations, The Training Error rate is  12.35  and the Test Error rate is  17.7631578947
Running  2765 Iterations, The Training Error rate is  12.4  and the Test Error rate is  17.7631578947
Running  2766 Iterations, The Training Error rate is  12.35  and the Test Error rate is  17.7631578947
Running  2767 Iterations, The Training Error rate is  12.3  and the Test Error rate is  17.7631578947
Running  2768 Iterations, The Training Error rate is  12.35  and the Test Error rate is  17.7631578947
Running  2769 Iterations, The Training Error rate is  12.3  and the Test Error rate is  17.7631578947
Running  2770 Iterations, The Training Error rate is  12.35  and the Test Error rate is  17.7631578947
Running  2771 Iterations, The Training Error rate is  12.35  and the Test Error rate is  17.7631578947
Running  2772 Iterations, The Training Error rate is  12.2  and the Test Error rate is  17.7631578947
Running  2773 Iterations, The Training Error rate is  12.25  and the Test Error rate is  17.7631578947
Running  2774 Iterations, The Training Error rate is  12.25  and the Test Error rate is  17.7631578947
Running  2775 Iterations, The Training Error rate is  12.1  and the Test Error rate is  17.7631578947
Running  2776 Iterations, The Training Error rate is  12.05  and the Test Error rate is  17.7631578947
Running  2777 Iterations, The Training Error rate is  12.1  and the Test Error rate is  17.7631578947
Running  2778 Iterations, The Training Error rate is  12.05  and the Test Error rate is  17.7631578947
Running  2779 Iterations, The Training Error rate is  12.05  and the Test Error rate is  17.7631578947
Running  2780 Iterations, The Training Error rate is  12.05  and the Test Error rate is  17.7631578947
Running  2781 Iterations, The Training Error rate is  12.0  and the Test Error rate is  17.7631578947
Running  2782 Iterations, The Training Error rate is  12.0  and the Test Error rate is  17.7631578947
Running  2783 Iterations, The Training Error rate is  11.95  and the Test Error rate is  17.7631578947
Running  2784 Iterations, The Training Error rate is  11.95  and the Test Error rate is  17.7631578947
Running  2785 Iterations, The Training Error rate is  11.9  and the Test Error rate is  17.7631578947
Running  2786 Iterations, The Training Error rate is  11.95  and the Test Error rate is  17.7631578947
Running  2787 Iterations, The Training Error rate is  11.95  and the Test Error rate is  17.7631578947
Running  2788 Iterations, The Training Error rate is  12.0  and the Test Error rate is  17.7631578947
Running  2789 Iterations, The Training Error rate is  12.0  and the Test Error rate is  17.7631578947
Running  2790 Iterations, The Training Error rate is  12.0  and the Test Error rate is  17.7631578947
Running  2791 Iterations, The Training Error rate is  11.95  and the Test Error rate is  17.7631578947
Running  2792 Iterations, The Training Error rate is  12.0  and the Test Error rate is  17.7631578947
Running  2793 Iterations, The Training Error rate is  12.05  and the Test Error rate is  17.7631578947
Running  2794 Iterations, The Training Error rate is  11.95  and the Test Error rate is  17.7631578947
Running  2795 Iterations, The Training Error rate is  12.0  and the Test Error rate is  17.7631578947
Running  2796 Iterations, The Training Error rate is  12.0  and the Test Error rate is  17.7631578947
Running  2797 Iterations, The Training Error rate is  11.95  and the Test Error rate is  17.7631578947
Running  2798 Iterations, The Training Error rate is  11.95  and the Test Error rate is  17.7631578947
Running  2799 Iterations, The Training Error rate is  11.9  and the Test Error rate is  17.7631578947
Running  2800 Iterations, The Training Error rate is  11.95  and the Test Error rate is  17.7631578947
Running  2801 Iterations, The Training Error rate is  12.05  and the Test Error rate is  17.7631578947
Running  2802 Iterations, The Training Error rate is  12.05  and the Test Error rate is  17.7631578947
Running  2803 Iterations, The Training Error rate is  12.05  and the Test Error rate is  17.7631578947
Running  2804 Iterations, The Training Error rate is  12.05  and the Test Error rate is  17.7631578947
Running  2805 Iterations, The Training Error rate is  12.05  and the Test Error rate is  17.7631578947
Running  2806 Iterations, The Training Error rate is  12.05  and the Test Error rate is  17.7631578947
Running  2807 Iterations, The Training Error rate is  12.0  and the Test Error rate is  17.7631578947
Running  2808 Iterations, The Training Error rate is  11.95  and the Test Error rate is  17.7631578947
Running  2809 Iterations, The Training Error rate is  12.0  and the Test Error rate is  17.7631578947
Running  2810 Iterations, The Training Error rate is  11.95  and the Test Error rate is  17.7631578947
Running  2811 Iterations, The Training Error rate is  11.9  and the Test Error rate is  17.7631578947
Running  2812 Iterations, The Training Error rate is  11.9  and the Test Error rate is  17.7631578947
Running  2813 Iterations, The Training Error rate is  11.9  and the Test Error rate is  17.7631578947
Running  2814 Iterations, The Training Error rate is  12.0  and the Test Error rate is  17.7631578947
Running  2815 Iterations, The Training Error rate is  12.0  and the Test Error rate is  17.7631578947
Running  2816 Iterations, The Training Error rate is  11.95  and the Test Error rate is  17.7631578947
Running  2817 Iterations, The Training Error rate is  11.95  and the Test Error rate is  17.7631578947
Running  2818 Iterations, The Training Error rate is  11.9  and the Test Error rate is  17.7631578947
Running  2819 Iterations, The Training Error rate is  11.8  and the Test Error rate is  17.6315789474
Running  2820 Iterations, The Training Error rate is  11.9  and the Test Error rate is  17.6315789474
Running  2821 Iterations, The Training Error rate is  11.8  and the Test Error rate is  17.5
Running  2822 Iterations, The Training Error rate is  11.9  and the Test Error rate is  17.5
Running  2823 Iterations, The Training Error rate is  11.85  and the Test Error rate is  17.3684210526
Running  2824 Iterations, The Training Error rate is  11.85  and the Test Error rate is  17.3684210526
Running  2825 Iterations, The Training Error rate is  11.85  and the Test Error rate is  17.2368421053
Running  2826 Iterations, The Training Error rate is  11.95  and the Test Error rate is  17.2368421053
Running  2827 Iterations, The Training Error rate is  11.9  and the Test Error rate is  17.1052631579
Running  2828 Iterations, The Training Error rate is  12.0  and the Test Error rate is  17.1052631579
Running  2829 Iterations, The Training Error rate is  12.05  and the Test Error rate is  17.1052631579
Running  2830 Iterations, The Training Error rate is  12.0  and the Test Error rate is  17.1052631579
Running  2831 Iterations, The Training Error rate is  11.95  and the Test Error rate is  17.1052631579
Running  2832 Iterations, The Training Error rate is  11.9  and the Test Error rate is  17.1052631579
Running  2833 Iterations, The Training Error rate is  11.85  and the Test Error rate is  17.1052631579
Running  2834 Iterations, The Training Error rate is  11.8  and the Test Error rate is  17.1052631579
Running  2835 Iterations, The Training Error rate is  11.8  and the Test Error rate is  17.1052631579
Running  2836 Iterations, The Training Error rate is  11.7  and the Test Error rate is  17.1052631579
Running  2837 Iterations, The Training Error rate is  11.8  and the Test Error rate is  17.1052631579
Running  2838 Iterations, The Training Error rate is  11.7  and the Test Error rate is  17.1052631579
Running  2839 Iterations, The Training Error rate is  11.7  and the Test Error rate is  17.1052631579
Running  2840 Iterations, The Training Error rate is  11.65  and the Test Error rate is  17.1052631579
Running  2841 Iterations, The Training Error rate is  11.65  and the Test Error rate is  17.1052631579
Running  2842 Iterations, The Training Error rate is  11.6  and the Test Error rate is  17.1052631579
Running  2843 Iterations, The Training Error rate is  11.6  and the Test Error rate is  17.1052631579
Running  2844 Iterations, The Training Error rate is  11.55  and the Test Error rate is  17.1052631579
Running  2845 Iterations, The Training Error rate is  11.45  and the Test Error rate is  17.1052631579
Running  2846 Iterations, The Training Error rate is  11.5  and the Test Error rate is  17.1052631579
Running  2847 Iterations, The Training Error rate is  11.35  and the Test Error rate is  17.1052631579
Running  2848 Iterations, The Training Error rate is  11.4  and the Test Error rate is  17.1052631579
Running  2849 Iterations, The Training Error rate is  11.35  and the Test Error rate is  17.1052631579
Running  2850 Iterations, The Training Error rate is  11.35  and the Test Error rate is  17.1052631579
Running  2851 Iterations, The Training Error rate is  11.4  and the Test Error rate is  17.1052631579
Running  2852 Iterations, The Training Error rate is  11.35  and the Test Error rate is  17.1052631579
Running  2853 Iterations, The Training Error rate is  11.35  and the Test Error rate is  17.1052631579
Running  2854 Iterations, The Training Error rate is  11.4  and the Test Error rate is  17.1052631579
Running  2855 Iterations, The Training Error rate is  11.45  and the Test Error rate is  16.9736842105
Running  2856 Iterations, The Training Error rate is  11.4  and the Test Error rate is  16.9736842105
Running  2857 Iterations, The Training Error rate is  11.4  and the Test Error rate is  16.9736842105
Running  2858 Iterations, The Training Error rate is  11.4  and the Test Error rate is  16.9736842105
Running  2859 Iterations, The Training Error rate is  11.4  and the Test Error rate is  16.9736842105
Running  2860 Iterations, The Training Error rate is  11.4  and the Test Error rate is  16.9736842105
Running  2861 Iterations, The Training Error rate is  11.4  and the Test Error rate is  16.9736842105
Running  2862 Iterations, The Training Error rate is  11.4  and the Test Error rate is  16.9736842105
Running  2863 Iterations, The Training Error rate is  11.4  and the Test Error rate is  16.9736842105
Running  2864 Iterations, The Training Error rate is  11.4  and the Test Error rate is  16.9736842105
Running  2865 Iterations, The Training Error rate is  11.35  and the Test Error rate is  16.9736842105
Running  2866 Iterations, The Training Error rate is  11.3  and the Test Error rate is  16.9736842105
Running  2867 Iterations, The Training Error rate is  11.35  and the Test Error rate is  16.9736842105
Running  2868 Iterations, The Training Error rate is  11.3  and the Test Error rate is  16.9736842105
Running  2869 Iterations, The Training Error rate is  11.25  and the Test Error rate is  16.8421052632
Running  2870 Iterations, The Training Error rate is  11.3  and the Test Error rate is  16.8421052632
Running  2871 Iterations, The Training Error rate is  11.3  and the Test Error rate is  16.7105263158
Running  2872 Iterations, The Training Error rate is  11.4  and the Test Error rate is  16.7105263158
Running  2873 Iterations, The Training Error rate is  11.35  and the Test Error rate is  16.4473684211
Running  2874 Iterations, The Training Error rate is  11.4  and the Test Error rate is  16.4473684211
Running  2875 Iterations, The Training Error rate is  11.45  and the Test Error rate is  16.4473684211
Running  2876 Iterations, The Training Error rate is  11.5  and the Test Error rate is  16.4473684211
Running  2877 Iterations, The Training Error rate is  11.5  and the Test Error rate is  16.3157894737
Running  2878 Iterations, The Training Error rate is  11.5  and the Test Error rate is  16.3157894737
Running  2879 Iterations, The Training Error rate is  11.5  and the Test Error rate is  16.3157894737
Running  2880 Iterations, The Training Error rate is  11.5  and the Test Error rate is  16.3157894737
Running  2881 Iterations, The Training Error rate is  11.5  and the Test Error rate is  16.1842105263
Running  2882 Iterations, The Training Error rate is  11.4  and the Test Error rate is  16.1842105263
Running  2883 Iterations, The Training Error rate is  11.5  and the Test Error rate is  16.1842105263
Running  2884 Iterations, The Training Error rate is  11.45  and the Test Error rate is  16.1842105263
Running  2885 Iterations, The Training Error rate is  11.4  and the Test Error rate is  16.1842105263
Running  2886 Iterations, The Training Error rate is  11.55  and the Test Error rate is  16.1842105263
Running  2887 Iterations, The Training Error rate is  11.55  and the Test Error rate is  16.0526315789
Running  2888 Iterations, The Training Error rate is  11.65  and the Test Error rate is  16.0526315789
Running  2889 Iterations, The Training Error rate is  11.65  and the Test Error rate is  15.9210526316
Running  2890 Iterations, The Training Error rate is  11.6  and the Test Error rate is  15.9210526316
Running  2891 Iterations, The Training Error rate is  11.6  and the Test Error rate is  15.9210526316
Running  2892 Iterations, The Training Error rate is  11.6  and the Test Error rate is  15.9210526316
Running  2893 Iterations, The Training Error rate is  11.6  and the Test Error rate is  15.9210526316
Running  2894 Iterations, The Training Error rate is  11.6  and the Test Error rate is  15.9210526316
Running  2895 Iterations, The Training Error rate is  11.65  and the Test Error rate is  15.7894736842
Running  2896 Iterations, The Training Error rate is  11.5  and the Test Error rate is  15.7894736842
Running  2897 Iterations, The Training Error rate is  11.45  and the Test Error rate is  15.7894736842
Running  2898 Iterations, The Training Error rate is  11.45  and the Test Error rate is  15.7894736842
Running  2899 Iterations, The Training Error rate is  11.5  and the Test Error rate is  15.7894736842
Running  2900 Iterations, The Training Error rate is  11.45  and the Test Error rate is  15.7894736842
Running  2901 Iterations, The Training Error rate is  11.4  and the Test Error rate is  15.6578947368
Running  2902 Iterations, The Training Error rate is  11.5  and the Test Error rate is  15.6578947368
Running  2903 Iterations, The Training Error rate is  11.4  and the Test Error rate is  15.6578947368
Running  2904 Iterations, The Training Error rate is  11.5  and the Test Error rate is  15.6578947368
Running  2905 Iterations, The Training Error rate is  11.5  and the Test Error rate is  15.6578947368
Running  2906 Iterations, The Training Error rate is  11.55  and the Test Error rate is  15.6578947368
Running  2907 Iterations, The Training Error rate is  11.55  and the Test Error rate is  15.5263157895
Running  2908 Iterations, The Training Error rate is  11.45  and the Test Error rate is  15.5263157895
Running  2909 Iterations, The Training Error rate is  11.5  and the Test Error rate is  15.5263157895
Running  2910 Iterations, The Training Error rate is  11.55  and the Test Error rate is  15.5263157895
Running  2911 Iterations, The Training Error rate is  11.6  and the Test Error rate is  15.6578947368
Running  2912 Iterations, The Training Error rate is  11.6  and the Test Error rate is  15.6578947368
Running  2913 Iterations, The Training Error rate is  11.6  and the Test Error rate is  15.5263157895
Running  2914 Iterations, The Training Error rate is  11.55  and the Test Error rate is  15.5263157895
Running  2915 Iterations, The Training Error rate is  11.55  and the Test Error rate is  15.5263157895
Running  2916 Iterations, The Training Error rate is  11.55  and the Test Error rate is  15.5263157895
Running  2917 Iterations, The Training Error rate is  11.6  and the Test Error rate is  15.5263157895
Running  2918 Iterations, The Training Error rate is  11.6  and the Test Error rate is  15.5263157895
Running  2919 Iterations, The Training Error rate is  11.5  and the Test Error rate is  15.3947368421
Running  2920 Iterations, The Training Error rate is  11.5  and the Test Error rate is  15.3947368421
Running  2921 Iterations, The Training Error rate is  11.45  and the Test Error rate is  15.2631578947
Running  2922 Iterations, The Training Error rate is  11.45  and the Test Error rate is  15.2631578947
Running  2923 Iterations, The Training Error rate is  11.5  and the Test Error rate is  15.3947368421
Running  2924 Iterations, The Training Error rate is  11.45  and the Test Error rate is  15.3947368421
Running  2925 Iterations, The Training Error rate is  11.45  and the Test Error rate is  15.2631578947
Running  2926 Iterations, The Training Error rate is  11.4  and the Test Error rate is  15.2631578947
Running  2927 Iterations, The Training Error rate is  11.4  and the Test Error rate is  15.3947368421
Running  2928 Iterations, The Training Error rate is  11.45  and the Test Error rate is  15.3947368421
Running  2929 Iterations, The Training Error rate is  11.45  and the Test Error rate is  15.3947368421
Running  2930 Iterations, The Training Error rate is  11.5  and the Test Error rate is  15.3947368421
Running  2931 Iterations, The Training Error rate is  11.5  and the Test Error rate is  15.3947368421
Running  2932 Iterations, The Training Error rate is  11.55  and the Test Error rate is  15.3947368421
Running  2933 Iterations, The Training Error rate is  11.55  and the Test Error rate is  15.5263157895
Running  2934 Iterations, The Training Error rate is  11.6  and the Test Error rate is  15.5263157895
Running  2935 Iterations, The Training Error rate is  11.55  and the Test Error rate is  15.5263157895
Running  2936 Iterations, The Training Error rate is  11.55  and the Test Error rate is  15.5263157895
Running  2937 Iterations, The Training Error rate is  11.6  and the Test Error rate is  15.5263157895
Running  2938 Iterations, The Training Error rate is  11.65  and the Test Error rate is  15.5263157895
Running  2939 Iterations, The Training Error rate is  11.65  and the Test Error rate is  15.6578947368
Running  2940 Iterations, The Training Error rate is  11.65  and the Test Error rate is  15.6578947368
Running  2941 Iterations, The Training Error rate is  11.7  and the Test Error rate is  15.9210526316
Running  2942 Iterations, The Training Error rate is  11.6  and the Test Error rate is  15.9210526316
Running  2943 Iterations, The Training Error rate is  11.6  and the Test Error rate is  15.7894736842
Running  2944 Iterations, The Training Error rate is  11.55  and the Test Error rate is  15.7894736842
Running  2945 Iterations, The Training Error rate is  11.55  and the Test Error rate is  15.9210526316
Running  2946 Iterations, The Training Error rate is  11.65  and the Test Error rate is  15.9210526316
Running  2947 Iterations, The Training Error rate is  11.6  and the Test Error rate is  16.0526315789
Running  2948 Iterations, The Training Error rate is  11.65  and the Test Error rate is  16.0526315789
Running  2949 Iterations, The Training Error rate is  11.65  and the Test Error rate is  16.0526315789
Running  2950 Iterations, The Training Error rate is  11.75  and the Test Error rate is  16.0526315789
Running  2951 Iterations, The Training Error rate is  11.7  and the Test Error rate is  15.9210526316
Running  2952 Iterations, The Training Error rate is  11.85  and the Test Error rate is  15.9210526316
Running  2953 Iterations, The Training Error rate is  11.8  and the Test Error rate is  15.9210526316
Running  2954 Iterations, The Training Error rate is  11.85  and the Test Error rate is  15.9210526316
Running  2955 Iterations, The Training Error rate is  11.9  and the Test Error rate is  16.0526315789
Running  2956 Iterations, The Training Error rate is  11.85  and the Test Error rate is  16.0526315789
Running  2957 Iterations, The Training Error rate is  11.85  and the Test Error rate is  16.0526315789
Running  2958 Iterations, The Training Error rate is  11.8  and the Test Error rate is  16.0526315789
Running  2959 Iterations, The Training Error rate is  11.85  and the Test Error rate is  16.1842105263
Running  2960 Iterations, The Training Error rate is  11.7  and the Test Error rate is  16.1842105263
Running  2961 Iterations, The Training Error rate is  11.7  and the Test Error rate is  16.1842105263
Running  2962 Iterations, The Training Error rate is  11.65  and the Test Error rate is  16.1842105263
Running  2963 Iterations, The Training Error rate is  11.7  and the Test Error rate is  16.1842105263
Running  2964 Iterations, The Training Error rate is  11.7  and the Test Error rate is  16.1842105263
Running  2965 Iterations, The Training Error rate is  11.7  and the Test Error rate is  16.0526315789
Running  2966 Iterations, The Training Error rate is  11.6  and the Test Error rate is  16.0526315789
Running  2967 Iterations, The Training Error rate is  11.6  and the Test Error rate is  15.9210526316
Running  2968 Iterations, The Training Error rate is  11.55  and the Test Error rate is  15.9210526316
Running  2969 Iterations, The Training Error rate is  11.5  and the Test Error rate is  15.7894736842
Running  2970 Iterations, The Training Error rate is  11.55  and the Test Error rate is  15.7894736842
Running  2971 Iterations, The Training Error rate is  11.55  and the Test Error rate is  15.7894736842
Running  2972 Iterations, The Training Error rate is  11.45  and the Test Error rate is  15.7894736842
Running  2973 Iterations, The Training Error rate is  11.45  and the Test Error rate is  15.9210526316
Running  2974 Iterations, The Training Error rate is  11.35  and the Test Error rate is  15.9210526316
Running  2975 Iterations, The Training Error rate is  11.3  and the Test Error rate is  15.9210526316
Running  2976 Iterations, The Training Error rate is  11.45  and the Test Error rate is  15.9210526316
Running  2977 Iterations, The Training Error rate is  11.35  and the Test Error rate is  15.9210526316
Running  2978 Iterations, The Training Error rate is  11.4  and the Test Error rate is  15.9210526316
Running  2979 Iterations, The Training Error rate is  11.4  and the Test Error rate is  16.0526315789
Running  2980 Iterations, The Training Error rate is  11.35  and the Test Error rate is  16.0526315789
Running  2981 Iterations, The Training Error rate is  11.3  and the Test Error rate is  16.0526315789
Running  2982 Iterations, The Training Error rate is  11.3  and the Test Error rate is  16.0526315789
Running  2983 Iterations, The Training Error rate is  11.2  and the Test Error rate is  15.9210526316
Running  2984 Iterations, The Training Error rate is  11.25  and the Test Error rate is  15.9210526316
Running  2985 Iterations, The Training Error rate is  11.3  and the Test Error rate is  15.9210526316
Running  2986 Iterations, The Training Error rate is  11.15  and the Test Error rate is  15.9210526316
Running  2987 Iterations, The Training Error rate is  11.2  and the Test Error rate is  16.0526315789
Running  2988 Iterations, The Training Error rate is  11.1  and the Test Error rate is  16.0526315789
Running  2989 Iterations, The Training Error rate is  11.1  and the Test Error rate is  15.9210526316
Running  2990 Iterations, The Training Error rate is  11.15  and the Test Error rate is  15.9210526316
Running  2991 Iterations, The Training Error rate is  11.05  and the Test Error rate is  15.9210526316
Running  2992 Iterations, The Training Error rate is  11.05  and the Test Error rate is  15.9210526316
Running  2993 Iterations, The Training Error rate is  11.1  and the Test Error rate is  15.9210526316
Running  2994 Iterations, The Training Error rate is  11.05  and the Test Error rate is  15.9210526316
Running  2995 Iterations, The Training Error rate is  11.0  and the Test Error rate is  15.9210526316
Running  2996 Iterations, The Training Error rate is  11.1  and the Test Error rate is  15.9210526316
Running  2997 Iterations, The Training Error rate is  10.95  and the Test Error rate is  15.7894736842
Running  2998 Iterations, The Training Error rate is  11.1  and the Test Error rate is  15.7894736842
Running  2999 Iterations, The Training Error rate is  11.05  and the Test Error rate is  15.7894736842
Running  3000 Iterations, The Training Error rate is  11.0  and the Test Error rate is  15.7894736842
Running  3001 Iterations, The Training Error rate is  11.15  and the Test Error rate is  15.7894736842
Running  3002 Iterations, The Training Error rate is  11.15  and the Test Error rate is  15.7894736842
Running  3003 Iterations, The Training Error rate is  11.05  and the Test Error rate is  15.7894736842
Running  3004 Iterations, The Training Error rate is  11.05  and the Test Error rate is  15.7894736842
Running  3005 Iterations, The Training Error rate is  10.85  and the Test Error rate is  15.7894736842
Running  3006 Iterations, The Training Error rate is  10.8  and the Test Error rate is  15.7894736842
Running  3007 Iterations, The Training Error rate is  10.8  and the Test Error rate is  15.7894736842
Running  3008 Iterations, The Training Error rate is  10.7  and the Test Error rate is  15.7894736842
Running  3009 Iterations, The Training Error rate is  10.6  and the Test Error rate is  15.7894736842
Running  3010 Iterations, The Training Error rate is  10.55  and the Test Error rate is  15.7894736842
Running  3011 Iterations, The Training Error rate is  10.4  and the Test Error rate is  15.7894736842
Running  3012 Iterations, The Training Error rate is  10.45  and the Test Error rate is  15.7894736842
Running  3013 Iterations, The Training Error rate is  10.35  and the Test Error rate is  15.7894736842
Running  3014 Iterations, The Training Error rate is  10.4  and the Test Error rate is  15.7894736842
Running  3015 Iterations, The Training Error rate is  10.4  and the Test Error rate is  15.7894736842
Running  3016 Iterations, The Training Error rate is  10.4  and the Test Error rate is  15.7894736842
Running  3017 Iterations, The Training Error rate is  10.5  and the Test Error rate is  15.7894736842
Running  3018 Iterations, The Training Error rate is  10.45  and the Test Error rate is  15.7894736842
Running  3019 Iterations, The Training Error rate is  10.55  and the Test Error rate is  15.7894736842
Running  3020 Iterations, The Training Error rate is  10.6  and the Test Error rate is  15.7894736842
Running  3021 Iterations, The Training Error rate is  10.55  and the Test Error rate is  15.7894736842
Running  3022 Iterations, The Training Error rate is  10.5  and the Test Error rate is  15.7894736842
Running  3023 Iterations, The Training Error rate is  10.6  and the Test Error rate is  15.7894736842
Running  3024 Iterations, The Training Error rate is  10.6  and the Test Error rate is  15.7894736842
Running  3025 Iterations, The Training Error rate is  10.65  and the Test Error rate is  15.7894736842
Running  3026 Iterations, The Training Error rate is  10.6  and the Test Error rate is  15.7894736842
Running  3027 Iterations, The Training Error rate is  10.5  and the Test Error rate is  15.7894736842
Running  3028 Iterations, The Training Error rate is  10.55  and the Test Error rate is  15.7894736842
Running  3029 Iterations, The Training Error rate is  10.4  and the Test Error rate is  15.7894736842
Running  3030 Iterations, The Training Error rate is  10.35  and the Test Error rate is  15.7894736842
Running  3031 Iterations, The Training Error rate is  10.35  and the Test Error rate is  15.7894736842
Running  3032 Iterations, The Training Error rate is  10.5  and the Test Error rate is  15.7894736842
Running  3033 Iterations, The Training Error rate is  10.55  and the Test Error rate is  15.7894736842
Running  3034 Iterations, The Training Error rate is  10.65  and the Test Error rate is  15.7894736842
Running  3035 Iterations, The Training Error rate is  10.6  and the Test Error rate is  15.7894736842
Running  3036 Iterations, The Training Error rate is  10.75  and the Test Error rate is  15.7894736842
Running  3037 Iterations, The Training Error rate is  10.75  and the Test Error rate is  15.7894736842
Running  3038 Iterations, The Training Error rate is  10.75  and the Test Error rate is  15.7894736842
Running  3039 Iterations, The Training Error rate is  10.9  and the Test Error rate is  15.7894736842
Running  3040 Iterations, The Training Error rate is  10.9  and the Test Error rate is  15.7894736842
Running  3041 Iterations, The Training Error rate is  10.9  and the Test Error rate is  15.7894736842
Running  3042 Iterations, The Training Error rate is  10.85  and the Test Error rate is  15.7894736842
Running  3043 Iterations, The Training Error rate is  10.9  and the Test Error rate is  15.7894736842
Running  3044 Iterations, The Training Error rate is  10.85  and the Test Error rate is  15.7894736842
Running  3045 Iterations, The Training Error rate is  10.95  and the Test Error rate is  15.7894736842
Running  3046 Iterations, The Training Error rate is  10.85  and the Test Error rate is  15.7894736842
Running  3047 Iterations, The Training Error rate is  10.85  and the Test Error rate is  15.7894736842
Running  3048 Iterations, The Training Error rate is  10.8  and the Test Error rate is  15.7894736842
Running  3049 Iterations, The Training Error rate is  10.7  and the Test Error rate is  15.7894736842
Running  3050 Iterations, The Training Error rate is  10.8  and the Test Error rate is  15.7894736842
Running  3051 Iterations, The Training Error rate is  11.0  and the Test Error rate is  15.7894736842
Running  3052 Iterations, The Training Error rate is  10.95  and the Test Error rate is  15.7894736842
Running  3053 Iterations, The Training Error rate is  10.8  and the Test Error rate is  15.7894736842
Running  3054 Iterations, The Training Error rate is  10.75  and the Test Error rate is  15.7894736842
Running  3055 Iterations, The Training Error rate is  10.65  and the Test Error rate is  15.7894736842
Running  3056 Iterations, The Training Error rate is  10.65  and the Test Error rate is  15.7894736842
Running  3057 Iterations, The Training Error rate is  10.7  and the Test Error rate is  15.7894736842
Running  3058 Iterations, The Training Error rate is  10.8  and the Test Error rate is  15.7894736842
Running  3059 Iterations, The Training Error rate is  10.8  and the Test Error rate is  15.7894736842
Running  3060 Iterations, The Training Error rate is  10.75  and the Test Error rate is  15.7894736842
Running  3061 Iterations, The Training Error rate is  10.75  and the Test Error rate is  15.7894736842
Running  3062 Iterations, The Training Error rate is  10.65  and the Test Error rate is  15.7894736842
Running  3063 Iterations, The Training Error rate is  10.85  and the Test Error rate is  15.7894736842
Running  3064 Iterations, The Training Error rate is  10.8  and the Test Error rate is  15.7894736842
Running  3065 Iterations, The Training Error rate is  10.95  and the Test Error rate is  15.7894736842
Running  3066 Iterations, The Training Error rate is  10.95  and the Test Error rate is  15.7894736842
Running  3067 Iterations, The Training Error rate is  10.95  and the Test Error rate is  15.7894736842
Running  3068 Iterations, The Training Error rate is  10.9  and the Test Error rate is  15.7894736842
Running  3069 Iterations, The Training Error rate is  10.9  and the Test Error rate is  15.7894736842
Running  3070 Iterations, The Training Error rate is  11.05  and the Test Error rate is  15.7894736842
Running  3071 Iterations, The Training Error rate is  11.0  and the Test Error rate is  15.7894736842
Running  3072 Iterations, The Training Error rate is  11.2  and the Test Error rate is  15.7894736842
Running  3073 Iterations, The Training Error rate is  11.15  and the Test Error rate is  15.7894736842
Running  3074 Iterations, The Training Error rate is  11.25  and the Test Error rate is  15.7894736842
Running  3075 Iterations, The Training Error rate is  11.15  and the Test Error rate is  15.7894736842
Running  3076 Iterations, The Training Error rate is  11.15  and the Test Error rate is  15.7894736842
Running  3077 Iterations, The Training Error rate is  11.3  and the Test Error rate is  15.7894736842
Running  3078 Iterations, The Training Error rate is  11.35  and the Test Error rate is  15.7894736842
Running  3079 Iterations, The Training Error rate is  11.4  and the Test Error rate is  15.7894736842
Running  3080 Iterations, The Training Error rate is  11.3  and the Test Error rate is  15.7894736842
Running  3081 Iterations, The Training Error rate is  11.15  and the Test Error rate is  15.7894736842
Running  3082 Iterations, The Training Error rate is  11.15  and the Test Error rate is  15.7894736842
Running  3083 Iterations, The Training Error rate is  11.0  and the Test Error rate is  15.7894736842
Running  3084 Iterations, The Training Error rate is  11.1  and the Test Error rate is  15.7894736842
Running  3085 Iterations, The Training Error rate is  11.3  and the Test Error rate is  15.7894736842
Running  3086 Iterations, The Training Error rate is  11.35  and the Test Error rate is  15.7894736842
Running  3087 Iterations, The Training Error rate is  11.2  and the Test Error rate is  15.7894736842
Running  3088 Iterations, The Training Error rate is  11.1  and the Test Error rate is  15.7894736842
Running  3089 Iterations, The Training Error rate is  11.1  and the Test Error rate is  15.7894736842
Running  3090 Iterations, The Training Error rate is  11.05  and the Test Error rate is  15.7894736842
Running  3091 Iterations, The Training Error rate is  11.15  and the Test Error rate is  15.7894736842
Running  3092 Iterations, The Training Error rate is  11.05  and the Test Error rate is  15.7894736842
Running  3093 Iterations, The Training Error rate is  11.05  and the Test Error rate is  15.7894736842
Running  3094 Iterations, The Training Error rate is  10.95  and the Test Error rate is  15.7894736842
Running  3095 Iterations, The Training Error rate is  10.75  and the Test Error rate is  15.7894736842
Running  3096 Iterations, The Training Error rate is  10.7  and the Test Error rate is  15.7894736842
Running  3097 Iterations, The Training Error rate is  10.65  and the Test Error rate is  15.7894736842
Running  3098 Iterations, The Training Error rate is  10.85  and the Test Error rate is  15.7894736842
Running  3099 Iterations, The Training Error rate is  10.85  and the Test Error rate is  15.7894736842
Running  3100 Iterations, The Training Error rate is  10.95  and the Test Error rate is  15.7894736842
Running  3101 Iterations, The Training Error rate is  10.9  and the Test Error rate is  15.7894736842
Running  3102 Iterations, The Training Error rate is  10.9  and the Test Error rate is  15.7894736842
Running  3103 Iterations, The Training Error rate is  11.0  and the Test Error rate is  15.7894736842
Running  3104 Iterations, The Training Error rate is  10.9  and the Test Error rate is  15.7894736842
Running  3105 Iterations, The Training Error rate is  10.95  and the Test Error rate is  15.7894736842
Running  3106 Iterations, The Training Error rate is  11.05  and the Test Error rate is  15.7894736842
Running  3107 Iterations, The Training Error rate is  11.05  and the Test Error rate is  15.7894736842
Running  3108 Iterations, The Training Error rate is  10.95  and the Test Error rate is  15.7894736842
Running  3109 Iterations, The Training Error rate is  10.95  and the Test Error rate is  15.7894736842
Running  3110 Iterations, The Training Error rate is  10.85  and the Test Error rate is  15.7894736842
Running  3111 Iterations, The Training Error rate is  10.8  and the Test Error rate is  15.7894736842
Running  3112 Iterations, The Training Error rate is  10.75  and the Test Error rate is  15.7894736842
Running  3113 Iterations, The Training Error rate is  10.65  and the Test Error rate is  15.7894736842
Running  3114 Iterations, The Training Error rate is  10.75  and the Test Error rate is  15.7894736842
Running  3115 Iterations, The Training Error rate is  10.7  and the Test Error rate is  15.7894736842
Running  3116 Iterations, The Training Error rate is  10.6  and the Test Error rate is  15.7894736842
Running  3117 Iterations, The Training Error rate is  10.6  and the Test Error rate is  15.7894736842
Running  3118 Iterations, The Training Error rate is  10.5  and the Test Error rate is  15.7894736842
Running  3119 Iterations, The Training Error rate is  10.4  and the Test Error rate is  15.7894736842
Running  3120 Iterations, The Training Error rate is  10.4  and the Test Error rate is  15.7894736842
Running  3121 Iterations, The Training Error rate is  10.4  and the Test Error rate is  15.7894736842
Running  3122 Iterations, The Training Error rate is  10.45  and the Test Error rate is  15.7894736842
Running  3123 Iterations, The Training Error rate is  10.35  and the Test Error rate is  15.7894736842
Running  3124 Iterations, The Training Error rate is  10.3  and the Test Error rate is  15.7894736842
Running  3125 Iterations, The Training Error rate is  10.2  and the Test Error rate is  15.7894736842
Running  3126 Iterations, The Training Error rate is  10.3  and the Test Error rate is  15.7894736842
Running  3127 Iterations, The Training Error rate is  10.2  and the Test Error rate is  15.7894736842
Running  3128 Iterations, The Training Error rate is  10.35  and the Test Error rate is  15.7894736842
Running  3129 Iterations, The Training Error rate is  10.3  and the Test Error rate is  15.7894736842
Running  3130 Iterations, The Training Error rate is  10.35  and the Test Error rate is  15.7894736842
Running  3131 Iterations, The Training Error rate is  10.3  and the Test Error rate is  15.7894736842
Running  3132 Iterations, The Training Error rate is  10.25  and the Test Error rate is  15.7894736842
Running  3133 Iterations, The Training Error rate is  10.25  and the Test Error rate is  15.7894736842
Running  3134 Iterations, The Training Error rate is  10.3  and the Test Error rate is  15.7894736842
Running  3135 Iterations, The Training Error rate is  10.3  and the Test Error rate is  15.7894736842
Running  3136 Iterations, The Training Error rate is  10.25  and the Test Error rate is  15.7894736842
Running  3137 Iterations, The Training Error rate is  10.25  and the Test Error rate is  15.7894736842
Running  3138 Iterations, The Training Error rate is  10.15  and the Test Error rate is  15.7894736842
Running  3139 Iterations, The Training Error rate is  10.15  and the Test Error rate is  15.7894736842
Running  3140 Iterations, The Training Error rate is  10.15  and the Test Error rate is  15.7894736842
Running  3141 Iterations, The Training Error rate is  10.15  and the Test Error rate is  15.7894736842
Running  3142 Iterations, The Training Error rate is  10.2  and the Test Error rate is  15.7894736842
Running  3143 Iterations, The Training Error rate is  10.25  and the Test Error rate is  15.7894736842
Running  3144 Iterations, The Training Error rate is  10.25  and the Test Error rate is  15.7894736842
Running  3145 Iterations, The Training Error rate is  10.3  and the Test Error rate is  15.7894736842
Running  3146 Iterations, The Training Error rate is  10.25  and the Test Error rate is  15.7894736842
Running  3147 Iterations, The Training Error rate is  10.25  and the Test Error rate is  15.7894736842
Running  3148 Iterations, The Training Error rate is  10.25  and the Test Error rate is  15.7894736842
Running  3149 Iterations, The Training Error rate is  10.25  and the Test Error rate is  15.7894736842
Running  3150 Iterations, The Training Error rate is  10.25  and the Test Error rate is  15.7894736842
Running  3151 Iterations, The Training Error rate is  10.2  and the Test Error rate is  15.7894736842
Running  3152 Iterations, The Training Error rate is  10.2  and the Test Error rate is  15.7894736842
Running  3153 Iterations, The Training Error rate is  10.2  and the Test Error rate is  15.7894736842
Running  3154 Iterations, The Training Error rate is  10.25  and the Test Error rate is  15.7894736842
Running  3155 Iterations, The Training Error rate is  10.15  and the Test Error rate is  15.9210526316
Running  3156 Iterations, The Training Error rate is  10.15  and the Test Error rate is  15.9210526316
Running  3157 Iterations, The Training Error rate is  10.1  and the Test Error rate is  15.9210526316
Running  3158 Iterations, The Training Error rate is  10.15  and the Test Error rate is  15.9210526316
Running  3159 Iterations, The Training Error rate is  10.05  and the Test Error rate is  15.9210526316
Running  3160 Iterations, The Training Error rate is  10.0  and the Test Error rate is  15.9210526316
Running  3161 Iterations, The Training Error rate is  9.95  and the Test Error rate is  15.9210526316
Running  3162 Iterations, The Training Error rate is  10.0  and the Test Error rate is  15.9210526316
Running  3163 Iterations, The Training Error rate is  9.85  and the Test Error rate is  15.9210526316
Running  3164 Iterations, The Training Error rate is  9.9  and the Test Error rate is  15.9210526316
Running  3165 Iterations, The Training Error rate is  9.85  and the Test Error rate is  15.7894736842
Running  3166 Iterations, The Training Error rate is  9.95  and the Test Error rate is  15.7894736842
Running  3167 Iterations, The Training Error rate is  9.9  and the Test Error rate is  15.7894736842
Running  3168 Iterations, The Training Error rate is  10.05  and the Test Error rate is  15.7894736842
Running  3169 Iterations, The Training Error rate is  10.1  and the Test Error rate is  15.7894736842
Running  3170 Iterations, The Training Error rate is  10.35  and the Test Error rate is  15.7894736842
Running  3171 Iterations, The Training Error rate is  10.4  and the Test Error rate is  15.7894736842
Running  3172 Iterations, The Training Error rate is  10.6  and the Test Error rate is  15.7894736842
Running  3173 Iterations, The Training Error rate is  10.65  and the Test Error rate is  15.7894736842
Running  3174 Iterations, The Training Error rate is  10.8  and the Test Error rate is  15.7894736842
Running  3175 Iterations, The Training Error rate is  10.85  and the Test Error rate is  15.7894736842
Running  3176 Iterations, The Training Error rate is  11.05  and the Test Error rate is  15.7894736842
Running  3177 Iterations, The Training Error rate is  11.05  and the Test Error rate is  15.7894736842
Running  3178 Iterations, The Training Error rate is  11.15  and the Test Error rate is  15.7894736842
Running  3179 Iterations, The Training Error rate is  11.1  and the Test Error rate is  15.7894736842
Running  3180 Iterations, The Training Error rate is  11.1  and the Test Error rate is  15.7894736842
Running  3181 Iterations, The Training Error rate is  11.05  and the Test Error rate is  15.7894736842
Running  3182 Iterations, The Training Error rate is  11.05  and the Test Error rate is  15.7894736842
Running  3183 Iterations, The Training Error rate is  10.95  and the Test Error rate is  15.7894736842
Running  3184 Iterations, The Training Error rate is  10.9  and the Test Error rate is  15.7894736842
Running  3185 Iterations, The Training Error rate is  10.8  and the Test Error rate is  15.7894736842
Running  3186 Iterations, The Training Error rate is  10.75  and the Test Error rate is  15.7894736842
Running  3187 Iterations, The Training Error rate is  10.6  and the Test Error rate is  15.7894736842
Running  3188 Iterations, The Training Error rate is  10.6  and the Test Error rate is  15.7894736842
Running  3189 Iterations, The Training Error rate is  10.45  and the Test Error rate is  15.7894736842
Running  3190 Iterations, The Training Error rate is  10.45  and the Test Error rate is  15.7894736842
Running  3191 Iterations, The Training Error rate is  10.3  and the Test Error rate is  15.7894736842
Running  3192 Iterations, The Training Error rate is  10.15  and the Test Error rate is  15.7894736842
Running  3193 Iterations, The Training Error rate is  10.05  and the Test Error rate is  15.7894736842
Running  3194 Iterations, The Training Error rate is  9.95  and the Test Error rate is  15.7894736842
Running  3195 Iterations, The Training Error rate is  9.8  and the Test Error rate is  15.7894736842
Running  3196 Iterations, The Training Error rate is  9.65  and the Test Error rate is  15.7894736842
Running  3197 Iterations, The Training Error rate is  9.65  and the Test Error rate is  15.7894736842
Running  3198 Iterations, The Training Error rate is  9.45  and the Test Error rate is  15.7894736842
Running  3199 Iterations, The Training Error rate is  9.4  and the Test Error rate is  15.7894736842
Running  3200 Iterations, The Training Error rate is  9.35  and the Test Error rate is  15.7894736842
Running  3201 Iterations, The Training Error rate is  9.35  and the Test Error rate is  15.7894736842
Running  3202 Iterations, The Training Error rate is  9.35  and the Test Error rate is  15.7894736842
Running  3203 Iterations, The Training Error rate is  9.3  and the Test Error rate is  15.7894736842
Running  3204 Iterations, The Training Error rate is  9.25  and the Test Error rate is  15.7894736842
Running  3205 Iterations, The Training Error rate is  9.3  and the Test Error rate is  15.7894736842
Running  3206 Iterations, The Training Error rate is  9.3  and the Test Error rate is  15.7894736842
Running  3207 Iterations, The Training Error rate is  9.25  and the Test Error rate is  15.7894736842
Running  3208 Iterations, The Training Error rate is  9.3  and the Test Error rate is  15.7894736842
Running  3209 Iterations, The Training Error rate is  9.3  and the Test Error rate is  15.7894736842
Running  3210 Iterations, The Training Error rate is  9.25  and the Test Error rate is  15.7894736842
Running  3211 Iterations, The Training Error rate is  9.2  and the Test Error rate is  15.7894736842
Running  3212 Iterations, The Training Error rate is  9.15  and the Test Error rate is  15.7894736842
Running  3213 Iterations, The Training Error rate is  9.15  and the Test Error rate is  15.7894736842
Running  3214 Iterations, The Training Error rate is  9.15  and the Test Error rate is  15.7894736842
Running  3215 Iterations, The Training Error rate is  9.15  and the Test Error rate is  15.7894736842
Running  3216 Iterations, The Training Error rate is  9.15  and the Test Error rate is  15.7894736842
Running  3217 Iterations, The Training Error rate is  9.2  and the Test Error rate is  15.7894736842
Running  3218 Iterations, The Training Error rate is  9.15  and the Test Error rate is  15.7894736842
Running  3219 Iterations, The Training Error rate is  9.15  and the Test Error rate is  15.7894736842
Running  3220 Iterations, The Training Error rate is  9.1  and the Test Error rate is  15.7894736842
Running  3221 Iterations, The Training Error rate is  9.1  and the Test Error rate is  15.7894736842
Running  3222 Iterations, The Training Error rate is  9.2  and the Test Error rate is  15.7894736842
Running  3223 Iterations, The Training Error rate is  9.2  and the Test Error rate is  15.7894736842
Running  3224 Iterations, The Training Error rate is  9.25  and the Test Error rate is  15.7894736842
Running  3225 Iterations, The Training Error rate is  9.15  and the Test Error rate is  15.7894736842
Running  3226 Iterations, The Training Error rate is  9.15  and the Test Error rate is  15.7894736842
Running  3227 Iterations, The Training Error rate is  9.05  and the Test Error rate is  15.7894736842
Running  3228 Iterations, The Training Error rate is  9.1  and the Test Error rate is  15.7894736842
Running  3229 Iterations, The Training Error rate is  9.05  and the Test Error rate is  15.7894736842
Running  3230 Iterations, The Training Error rate is  9.1  and the Test Error rate is  15.7894736842
Running  3231 Iterations, The Training Error rate is  9.05  and the Test Error rate is  15.7894736842
Running  3232 Iterations, The Training Error rate is  9.05  and the Test Error rate is  15.7894736842
Running  3233 Iterations, The Training Error rate is  8.9  and the Test Error rate is  15.7894736842
Running  3234 Iterations, The Training Error rate is  8.85  and the Test Error rate is  15.7894736842
Running  3235 Iterations, The Training Error rate is  8.85  and the Test Error rate is  15.7894736842
Running  3236 Iterations, The Training Error rate is  8.8  and the Test Error rate is  15.7894736842
Running  3237 Iterations, The Training Error rate is  8.85  and the Test Error rate is  15.7894736842
Running  3238 Iterations, The Training Error rate is  8.8  and the Test Error rate is  15.7894736842
Running  3239 Iterations, The Training Error rate is  8.75  and the Test Error rate is  15.7894736842
Running  3240 Iterations, The Training Error rate is  8.75  and the Test Error rate is  15.7894736842
Running  3241 Iterations, The Training Error rate is  8.65  and the Test Error rate is  15.7894736842
Running  3242 Iterations, The Training Error rate is  8.55  and the Test Error rate is  15.7894736842
Running  3243 Iterations, The Training Error rate is  8.65  and the Test Error rate is  15.7894736842
Running  3244 Iterations, The Training Error rate is  8.6  and the Test Error rate is  15.7894736842
Running  3245 Iterations, The Training Error rate is  8.6  and the Test Error rate is  15.7894736842
Running  3246 Iterations, The Training Error rate is  8.7  and the Test Error rate is  15.7894736842
Running  3247 Iterations, The Training Error rate is  8.55  and the Test Error rate is  15.7894736842
Running  3248 Iterations, The Training Error rate is  8.55  and the Test Error rate is  15.7894736842
Running  3249 Iterations, The Training Error rate is  8.6  and the Test Error rate is  15.7894736842
Running  3250 Iterations, The Training Error rate is  8.5  and the Test Error rate is  15.7894736842
Running  3251 Iterations, The Training Error rate is  8.65  and the Test Error rate is  15.7894736842
Running  3252 Iterations, The Training Error rate is  8.6  and the Test Error rate is  15.7894736842
Running  3253 Iterations, The Training Error rate is  8.65  and the Test Error rate is  15.7894736842
Running  3254 Iterations, The Training Error rate is  8.75  and the Test Error rate is  15.7894736842
Running  3255 Iterations, The Training Error rate is  8.75  and the Test Error rate is  15.7894736842
Running  3256 Iterations, The Training Error rate is  8.7  and the Test Error rate is  15.7894736842
Running  3257 Iterations, The Training Error rate is  8.75  and the Test Error rate is  15.7894736842
Running  3258 Iterations, The Training Error rate is  8.75  and the Test Error rate is  15.7894736842
Running  3259 Iterations, The Training Error rate is  8.7  and the Test Error rate is  15.7894736842
Running  3260 Iterations, The Training Error rate is  8.85  and the Test Error rate is  15.9210526316
Running  3261 Iterations, The Training Error rate is  8.75  and the Test Error rate is  16.0526315789
Running  3262 Iterations, The Training Error rate is  8.8  and the Test Error rate is  16.0526315789
Running  3263 Iterations, The Training Error rate is  8.65  and the Test Error rate is  16.0526315789
Running  3264 Iterations, The Training Error rate is  8.6  and the Test Error rate is  16.0526315789
Running  3265 Iterations, The Training Error rate is  8.6  and the Test Error rate is  16.0526315789
Running  3266 Iterations, The Training Error rate is  8.55  and the Test Error rate is  16.1842105263
Running  3267 Iterations, The Training Error rate is  8.6  and the Test Error rate is  16.1842105263
Running  3268 Iterations, The Training Error rate is  8.55  and the Test Error rate is  16.1842105263
Running  3269 Iterations, The Training Error rate is  8.65  and the Test Error rate is  16.1842105263
Running  3270 Iterations, The Training Error rate is  8.6  and the Test Error rate is  16.0526315789
Running  3271 Iterations, The Training Error rate is  8.65  and the Test Error rate is  15.9210526316
Running  3272 Iterations, The Training Error rate is  8.6  and the Test Error rate is  15.9210526316
Running  3273 Iterations, The Training Error rate is  8.65  and the Test Error rate is  15.9210526316
Running  3274 Iterations, The Training Error rate is  8.6  and the Test Error rate is  15.9210526316
Running  3275 Iterations, The Training Error rate is  8.6  and the Test Error rate is  15.9210526316
Running  3276 Iterations, The Training Error rate is  8.6  and the Test Error rate is  15.7894736842
Running  3277 Iterations, The Training Error rate is  8.65  and the Test Error rate is  15.7894736842
Running  3278 Iterations, The Training Error rate is  8.7  and the Test Error rate is  15.7894736842
Running  3279 Iterations, The Training Error rate is  8.7  and the Test Error rate is  15.7894736842
Running  3280 Iterations, The Training Error rate is  8.55  and the Test Error rate is  15.7894736842
Running  3281 Iterations, The Training Error rate is  8.7  and the Test Error rate is  15.7894736842
Running  3282 Iterations, The Training Error rate is  8.7  and the Test Error rate is  15.7894736842
Running  3283 Iterations, The Training Error rate is  8.9  and the Test Error rate is  15.7894736842
Running  3284 Iterations, The Training Error rate is  8.85  and the Test Error rate is  15.7894736842
Running  3285 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  3286 Iterations, The Training Error rate is  9.1  and the Test Error rate is  15.7894736842
Running  3287 Iterations, The Training Error rate is  9.15  and the Test Error rate is  15.7894736842
Running  3288 Iterations, The Training Error rate is  9.1  and the Test Error rate is  15.7894736842
Running  3289 Iterations, The Training Error rate is  9.2  and the Test Error rate is  15.7894736842
Running  3290 Iterations, The Training Error rate is  9.2  and the Test Error rate is  15.7894736842
Running  3291 Iterations, The Training Error rate is  9.2  and the Test Error rate is  15.7894736842
Running  3292 Iterations, The Training Error rate is  9.2  and the Test Error rate is  15.7894736842
Running  3293 Iterations, The Training Error rate is  9.2  and the Test Error rate is  15.7894736842
Running  3294 Iterations, The Training Error rate is  9.35  and the Test Error rate is  15.7894736842
Running  3295 Iterations, The Training Error rate is  9.3  and the Test Error rate is  15.7894736842
Running  3296 Iterations, The Training Error rate is  9.2  and the Test Error rate is  15.7894736842
Running  3297 Iterations, The Training Error rate is  9.2  and the Test Error rate is  15.7894736842
Running  3298 Iterations, The Training Error rate is  9.2  and the Test Error rate is  15.7894736842
Running  3299 Iterations, The Training Error rate is  9.15  and the Test Error rate is  15.7894736842
Running  3300 Iterations, The Training Error rate is  9.15  and the Test Error rate is  15.7894736842
Running  3301 Iterations, The Training Error rate is  9.2  and the Test Error rate is  15.7894736842
Running  3302 Iterations, The Training Error rate is  9.2  and the Test Error rate is  15.7894736842
Running  3303 Iterations, The Training Error rate is  9.2  and the Test Error rate is  15.7894736842
Running  3304 Iterations, The Training Error rate is  9.05  and the Test Error rate is  15.7894736842
Running  3305 Iterations, The Training Error rate is  9.15  and the Test Error rate is  15.7894736842
Running  3306 Iterations, The Training Error rate is  9.15  and the Test Error rate is  15.7894736842
Running  3307 Iterations, The Training Error rate is  9.15  and the Test Error rate is  15.7894736842
Running  3308 Iterations, The Training Error rate is  9.1  and the Test Error rate is  15.7894736842
Running  3309 Iterations, The Training Error rate is  9.05  and the Test Error rate is  15.7894736842
Running  3310 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  3311 Iterations, The Training Error rate is  9.05  and the Test Error rate is  15.7894736842
Running  3312 Iterations, The Training Error rate is  8.95  and the Test Error rate is  15.7894736842
Running  3313 Iterations, The Training Error rate is  8.9  and the Test Error rate is  15.7894736842
Running  3314 Iterations, The Training Error rate is  8.9  and the Test Error rate is  15.7894736842
Running  3315 Iterations, The Training Error rate is  8.8  and the Test Error rate is  15.7894736842
Running  3316 Iterations, The Training Error rate is  8.75  and the Test Error rate is  15.7894736842
Running  3317 Iterations, The Training Error rate is  8.85  and the Test Error rate is  15.7894736842
Running  3318 Iterations, The Training Error rate is  8.85  and the Test Error rate is  15.7894736842
Running  3319 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  3320 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  3321 Iterations, The Training Error rate is  8.85  and the Test Error rate is  15.7894736842
Running  3322 Iterations, The Training Error rate is  8.9  and the Test Error rate is  15.7894736842
Running  3323 Iterations, The Training Error rate is  8.9  and the Test Error rate is  15.7894736842
Running  3324 Iterations, The Training Error rate is  8.9  and the Test Error rate is  15.7894736842
Running  3325 Iterations, The Training Error rate is  8.9  and the Test Error rate is  15.7894736842
Running  3326 Iterations, The Training Error rate is  8.85  and the Test Error rate is  15.7894736842
Running  3327 Iterations, The Training Error rate is  8.7  and the Test Error rate is  15.7894736842
Running  3328 Iterations, The Training Error rate is  8.65  and the Test Error rate is  15.7894736842
Running  3329 Iterations, The Training Error rate is  8.4  and the Test Error rate is  15.7894736842
Running  3330 Iterations, The Training Error rate is  8.4  and the Test Error rate is  15.7894736842
Running  3331 Iterations, The Training Error rate is  8.3  and the Test Error rate is  15.7894736842
Running  3332 Iterations, The Training Error rate is  8.35  and the Test Error rate is  15.7894736842
Running  3333 Iterations, The Training Error rate is  8.15  and the Test Error rate is  15.7894736842
Running  3334 Iterations, The Training Error rate is  8.15  and the Test Error rate is  15.7894736842
Running  3335 Iterations, The Training Error rate is  8.0  and the Test Error rate is  15.7894736842
Running  3336 Iterations, The Training Error rate is  8.1  and the Test Error rate is  15.7894736842
Running  3337 Iterations, The Training Error rate is  8.0  and the Test Error rate is  15.7894736842
Running  3338 Iterations, The Training Error rate is  8.1  and the Test Error rate is  15.7894736842
Running  3339 Iterations, The Training Error rate is  8.1  and the Test Error rate is  15.7894736842
Running  3340 Iterations, The Training Error rate is  8.15  and the Test Error rate is  15.7894736842
Running  3341 Iterations, The Training Error rate is  8.1  and the Test Error rate is  15.7894736842
Running  3342 Iterations, The Training Error rate is  8.0  and the Test Error rate is  15.7894736842
Running  3343 Iterations, The Training Error rate is  8.05  and the Test Error rate is  15.7894736842
Running  3344 Iterations, The Training Error rate is  8.0  and the Test Error rate is  15.7894736842
Running  3345 Iterations, The Training Error rate is  8.05  and the Test Error rate is  15.7894736842
Running  3346 Iterations, The Training Error rate is  8.05  and the Test Error rate is  15.7894736842
Running  3347 Iterations, The Training Error rate is  8.0  and the Test Error rate is  15.7894736842
Running  3348 Iterations, The Training Error rate is  7.95  and the Test Error rate is  15.7894736842
Running  3349 Iterations, The Training Error rate is  7.9  and the Test Error rate is  15.7894736842
Running  3350 Iterations, The Training Error rate is  7.9  and the Test Error rate is  15.7894736842
Running  3351 Iterations, The Training Error rate is  8.0  and the Test Error rate is  15.7894736842
Running  3352 Iterations, The Training Error rate is  8.1  and the Test Error rate is  15.7894736842
Running  3353 Iterations, The Training Error rate is  8.15  and the Test Error rate is  15.7894736842
Running  3354 Iterations, The Training Error rate is  8.15  and the Test Error rate is  15.7894736842
Running  3355 Iterations, The Training Error rate is  8.05  and the Test Error rate is  15.7894736842
Running  3356 Iterations, The Training Error rate is  8.0  and the Test Error rate is  15.7894736842
Running  3357 Iterations, The Training Error rate is  8.0  and the Test Error rate is  15.7894736842
Running  3358 Iterations, The Training Error rate is  8.0  and the Test Error rate is  15.7894736842
Running  3359 Iterations, The Training Error rate is  8.0  and the Test Error rate is  15.7894736842
Running  3360 Iterations, The Training Error rate is  7.95  and the Test Error rate is  15.7894736842
Running  3361 Iterations, The Training Error rate is  7.9  and the Test Error rate is  15.6578947368
Running  3362 Iterations, The Training Error rate is  7.8  and the Test Error rate is  15.6578947368
Running  3363 Iterations, The Training Error rate is  7.75  and the Test Error rate is  15.5263157895
Running  3364 Iterations, The Training Error rate is  7.8  and the Test Error rate is  15.5263157895
Running  3365 Iterations, The Training Error rate is  7.85  and the Test Error rate is  15.3947368421
Running  3366 Iterations, The Training Error rate is  7.95  and the Test Error rate is  15.5263157895
Running  3367 Iterations, The Training Error rate is  7.95  and the Test Error rate is  15.3947368421
Running  3368 Iterations, The Training Error rate is  7.95  and the Test Error rate is  15.5263157895
Running  3369 Iterations, The Training Error rate is  7.95  and the Test Error rate is  15.3947368421
Running  3370 Iterations, The Training Error rate is  8.05  and the Test Error rate is  15.3947368421
Running  3371 Iterations, The Training Error rate is  7.9  and the Test Error rate is  15.3947368421
Running  3372 Iterations, The Training Error rate is  7.95  and the Test Error rate is  15.3947368421
Running  3373 Iterations, The Training Error rate is  7.9  and the Test Error rate is  15.3947368421
Running  3374 Iterations, The Training Error rate is  7.85  and the Test Error rate is  15.3947368421
Running  3375 Iterations, The Training Error rate is  7.8  and the Test Error rate is  15.3947368421
Running  3376 Iterations, The Training Error rate is  7.75  and the Test Error rate is  15.3947368421
Running  3377 Iterations, The Training Error rate is  7.7  and the Test Error rate is  15.3947368421
Running  3378 Iterations, The Training Error rate is  7.7  and the Test Error rate is  15.3947368421
Running  3379 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.3947368421
Running  3380 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.3947368421
Running  3381 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.3947368421
Running  3382 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.3947368421
Running  3383 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.3947368421
Running  3384 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.5263157895
Running  3385 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.5263157895
Running  3386 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.5263157895
Running  3387 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.5263157895
Running  3388 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.3947368421
Running  3389 Iterations, The Training Error rate is  7.7  and the Test Error rate is  15.3947368421
Running  3390 Iterations, The Training Error rate is  7.7  and the Test Error rate is  15.5263157895
Running  3391 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.5263157895
Running  3392 Iterations, The Training Error rate is  7.7  and the Test Error rate is  15.6578947368
Running  3393 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.6578947368
Running  3394 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.6578947368
Running  3395 Iterations, The Training Error rate is  7.7  and the Test Error rate is  15.6578947368
Running  3396 Iterations, The Training Error rate is  7.75  and the Test Error rate is  15.6578947368
Running  3397 Iterations, The Training Error rate is  7.8  and the Test Error rate is  15.6578947368
Running  3398 Iterations, The Training Error rate is  7.9  and the Test Error rate is  15.7894736842
Running  3399 Iterations, The Training Error rate is  7.8  and the Test Error rate is  15.7894736842
Running  3400 Iterations, The Training Error rate is  7.8  and the Test Error rate is  15.7894736842
Running  3401 Iterations, The Training Error rate is  7.9  and the Test Error rate is  15.7894736842
Running  3402 Iterations, The Training Error rate is  7.85  and the Test Error rate is  15.7894736842
Running  3403 Iterations, The Training Error rate is  7.8  and the Test Error rate is  15.7894736842
Running  3404 Iterations, The Training Error rate is  7.75  and the Test Error rate is  15.7894736842
Running  3405 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.7894736842
Running  3406 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.7894736842
Running  3407 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3408 Iterations, The Training Error rate is  7.3  and the Test Error rate is  15.7894736842
Running  3409 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3410 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3411 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3412 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3413 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.7894736842
Running  3414 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.7894736842
Running  3415 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.7894736842
Running  3416 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.7894736842
Running  3417 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.7894736842
Running  3418 Iterations, The Training Error rate is  7.7  and the Test Error rate is  15.7894736842
Running  3419 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.7894736842
Running  3420 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3421 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3422 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  3423 Iterations, The Training Error rate is  7.3  and the Test Error rate is  15.7894736842
Running  3424 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3425 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3426 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3427 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3428 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3429 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3430 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3431 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3432 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3433 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  3434 Iterations, The Training Error rate is  7.25  and the Test Error rate is  15.7894736842
Running  3435 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  3436 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3437 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3438 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  3439 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  3440 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3441 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3442 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3443 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3444 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3445 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3446 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3447 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3448 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3449 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3450 Iterations, The Training Error rate is  7.25  and the Test Error rate is  15.7894736842
Running  3451 Iterations, The Training Error rate is  7.25  and the Test Error rate is  15.7894736842
Running  3452 Iterations, The Training Error rate is  7.25  and the Test Error rate is  15.7894736842
Running  3453 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3454 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3455 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3456 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3457 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  3458 Iterations, The Training Error rate is  7.3  and the Test Error rate is  15.7894736842
Running  3459 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3460 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3461 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3462 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3463 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  3464 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3465 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3466 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3467 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3468 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3469 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3470 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.7894736842
Running  3471 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.7894736842
Running  3472 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3473 Iterations, The Training Error rate is  7.7  and the Test Error rate is  15.7894736842
Running  3474 Iterations, The Training Error rate is  7.7  and the Test Error rate is  15.7894736842
Running  3475 Iterations, The Training Error rate is  7.7  and the Test Error rate is  15.7894736842
Running  3476 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.7894736842
Running  3477 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.7894736842
Running  3478 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3479 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.7894736842
Running  3480 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.7894736842
Running  3481 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.7894736842
Running  3482 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.7894736842
Running  3483 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3484 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3485 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3486 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3487 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3488 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3489 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3490 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  3491 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3492 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3493 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3494 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3495 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3496 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3497 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3498 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3499 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3500 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3501 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3502 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3503 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3504 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3505 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3506 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3507 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.7894736842
Running  3508 Iterations, The Training Error rate is  7.7  and the Test Error rate is  15.7894736842
Running  3509 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3510 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3511 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3512 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3513 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3514 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.7894736842
Running  3515 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3516 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.7894736842
Running  3517 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3518 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3519 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3520 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3521 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3522 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3523 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  3524 Iterations, The Training Error rate is  7.3  and the Test Error rate is  15.7894736842
Running  3525 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  3526 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  3527 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3528 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3529 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.7894736842
Running  3530 Iterations, The Training Error rate is  7.7  and the Test Error rate is  15.7894736842
Running  3531 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.7894736842
Running  3532 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3533 Iterations, The Training Error rate is  7.7  and the Test Error rate is  15.7894736842
Running  3534 Iterations, The Training Error rate is  7.7  and the Test Error rate is  15.7894736842
Running  3535 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.7894736842
Running  3536 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.7894736842
Running  3537 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.7894736842
Running  3538 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3539 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3540 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3541 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3542 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  3543 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3544 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  3545 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3546 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3547 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3548 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3549 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  3550 Iterations, The Training Error rate is  7.3  and the Test Error rate is  15.7894736842
Running  3551 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3552 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  3553 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  3554 Iterations, The Training Error rate is  7.3  and the Test Error rate is  15.7894736842
Running  3555 Iterations, The Training Error rate is  7.3  and the Test Error rate is  15.7894736842
Running  3556 Iterations, The Training Error rate is  7.3  and the Test Error rate is  15.7894736842
Running  3557 Iterations, The Training Error rate is  7.1  and the Test Error rate is  15.7894736842
Running  3558 Iterations, The Training Error rate is  10.65  and the Test Error rate is  18.5526315789
Running  3559 Iterations, The Training Error rate is  10.8  and the Test Error rate is  18.5526315789
Running  3560 Iterations, The Training Error rate is  10.9  and the Test Error rate is  18.5526315789
Running  3561 Iterations, The Training Error rate is  10.7  and the Test Error rate is  18.5526315789
Running  3562 Iterations, The Training Error rate is  10.7  and the Test Error rate is  18.5526315789
Running  3563 Iterations, The Training Error rate is  10.7  and the Test Error rate is  18.5526315789
Running  3564 Iterations, The Training Error rate is  10.7  and the Test Error rate is  18.5526315789
Running  3565 Iterations, The Training Error rate is  10.7  and the Test Error rate is  18.5526315789
Running  3566 Iterations, The Training Error rate is  10.65  and the Test Error rate is  18.5526315789
Running  3567 Iterations, The Training Error rate is  10.65  and the Test Error rate is  18.5526315789
Running  3568 Iterations, The Training Error rate is  10.7  and the Test Error rate is  18.6842105263
Running  3569 Iterations, The Training Error rate is  10.7  and the Test Error rate is  18.6842105263
Running  3570 Iterations, The Training Error rate is  10.65  and the Test Error rate is  18.6842105263
Running  3571 Iterations, The Training Error rate is  10.6  and the Test Error rate is  18.6842105263
Running  3572 Iterations, The Training Error rate is  14.2  and the Test Error rate is  21.4473684211
Running  3573 Iterations, The Training Error rate is  14.3  and the Test Error rate is  21.4473684211
Running  3574 Iterations, The Training Error rate is  14.35  and the Test Error rate is  21.4473684211
Running  3575 Iterations, The Training Error rate is  14.35  and the Test Error rate is  21.4473684211
Running  3576 Iterations, The Training Error rate is  14.55  and the Test Error rate is  21.4473684211
Running  3577 Iterations, The Training Error rate is  14.55  and the Test Error rate is  21.4473684211
Running  3578 Iterations, The Training Error rate is  14.55  and the Test Error rate is  21.3157894737
Running  3579 Iterations, The Training Error rate is  14.6  and the Test Error rate is  21.3157894737
Running  3580 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.3157894737
Running  3581 Iterations, The Training Error rate is  14.8  and the Test Error rate is  21.3157894737
Running  3582 Iterations, The Training Error rate is  11.3  and the Test Error rate is  18.5526315789
Running  3583 Iterations, The Training Error rate is  11.1  and the Test Error rate is  18.5526315789
Running  3584 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.3157894737
Running  3585 Iterations, The Training Error rate is  14.8  and the Test Error rate is  21.3157894737
Running  3586 Iterations, The Training Error rate is  14.75  and the Test Error rate is  21.3157894737
Running  3587 Iterations, The Training Error rate is  14.85  and the Test Error rate is  21.3157894737
Running  3588 Iterations, The Training Error rate is  11.35  and the Test Error rate is  18.5526315789
Running  3589 Iterations, The Training Error rate is  11.15  and the Test Error rate is  18.5526315789
Running  3590 Iterations, The Training Error rate is  11.25  and the Test Error rate is  18.5526315789
Running  3591 Iterations, The Training Error rate is  11.1  and the Test Error rate is  18.5526315789
Running  3592 Iterations, The Training Error rate is  14.5  and the Test Error rate is  21.3157894737
Running  3593 Iterations, The Training Error rate is  14.7  and the Test Error rate is  21.3157894737
Running  3594 Iterations, The Training Error rate is  11.25  and the Test Error rate is  18.5526315789
Running  3595 Iterations, The Training Error rate is  11.05  and the Test Error rate is  18.5526315789
Running  3596 Iterations, The Training Error rate is  14.5  and the Test Error rate is  21.4473684211
Running  3597 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.4473684211
Running  3598 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.4473684211
Running  3599 Iterations, The Training Error rate is  14.7  and the Test Error rate is  21.4473684211
Running  3600 Iterations, The Training Error rate is  14.7  and the Test Error rate is  21.4473684211
Running  3601 Iterations, The Training Error rate is  14.75  and the Test Error rate is  21.4473684211
Running  3602 Iterations, The Training Error rate is  11.35  and the Test Error rate is  18.6842105263
Running  3603 Iterations, The Training Error rate is  11.15  and the Test Error rate is  18.6842105263
Running  3604 Iterations, The Training Error rate is  14.55  and the Test Error rate is  21.3157894737
Running  3605 Iterations, The Training Error rate is  14.8  and the Test Error rate is  21.3157894737
Running  3606 Iterations, The Training Error rate is  11.35  and the Test Error rate is  18.4210526316
Running  3607 Iterations, The Training Error rate is  11.15  and the Test Error rate is  18.4210526316
Running  3608 Iterations, The Training Error rate is  11.2  and the Test Error rate is  18.4210526316
Running  3609 Iterations, The Training Error rate is  11.1  and the Test Error rate is  18.4210526316
Running  3610 Iterations, The Training Error rate is  14.45  and the Test Error rate is  21.1842105263
Running  3611 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.1842105263
Running  3612 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.1842105263
Running  3613 Iterations, The Training Error rate is  14.8  and the Test Error rate is  21.1842105263
Running  3614 Iterations, The Training Error rate is  11.35  and the Test Error rate is  18.5526315789
Running  3615 Iterations, The Training Error rate is  11.1  and the Test Error rate is  18.6842105263
Running  3616 Iterations, The Training Error rate is  14.5  and the Test Error rate is  21.3157894737
Running  3617 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.3157894737
Running  3618 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.3157894737
Running  3619 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.4473684211
Running  3620 Iterations, The Training Error rate is  14.7  and the Test Error rate is  21.4473684211
Running  3621 Iterations, The Training Error rate is  14.7  and the Test Error rate is  21.4473684211
Running  3622 Iterations, The Training Error rate is  14.7  and the Test Error rate is  21.4473684211
Running  3623 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.5789473684
Running  3624 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.5789473684
Running  3625 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.5789473684
Running  3626 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.5789473684
Running  3627 Iterations, The Training Error rate is  14.6  and the Test Error rate is  21.5789473684
Running  3628 Iterations, The Training Error rate is  14.55  and the Test Error rate is  21.5789473684
Running  3629 Iterations, The Training Error rate is  14.6  and the Test Error rate is  21.4473684211
Running  3630 Iterations, The Training Error rate is  11.3  and the Test Error rate is  18.6842105263
Running  3631 Iterations, The Training Error rate is  11.05  and the Test Error rate is  18.8157894737
Running  3632 Iterations, The Training Error rate is  14.45  and the Test Error rate is  21.4473684211
Running  3633 Iterations, The Training Error rate is  14.55  and the Test Error rate is  21.3157894737
Running  3634 Iterations, The Training Error rate is  14.6  and the Test Error rate is  21.3157894737
Running  3635 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.3157894737
Running  3636 Iterations, The Training Error rate is  11.3  and the Test Error rate is  18.6842105263
Running  3637 Iterations, The Training Error rate is  11.15  and the Test Error rate is  18.8157894737
Running  3638 Iterations, The Training Error rate is  14.55  and the Test Error rate is  21.5789473684
Running  3639 Iterations, The Training Error rate is  14.75  and the Test Error rate is  21.5789473684
Running  3640 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.5789473684
Running  3641 Iterations, The Training Error rate is  14.7  and the Test Error rate is  21.5789473684
Running  3642 Iterations, The Training Error rate is  11.3  and the Test Error rate is  18.9473684211
Running  3643 Iterations, The Training Error rate is  11.1  and the Test Error rate is  19.0789473684
Running  3644 Iterations, The Training Error rate is  14.5  and the Test Error rate is  21.8421052632
Running  3645 Iterations, The Training Error rate is  14.75  and the Test Error rate is  21.8421052632
Running  3646 Iterations, The Training Error rate is  14.7  and the Test Error rate is  21.8421052632
Running  3647 Iterations, The Training Error rate is  14.75  and the Test Error rate is  21.8421052632
Running  3648 Iterations, The Training Error rate is  11.4  and the Test Error rate is  19.0789473684
Running  3649 Iterations, The Training Error rate is  11.15  and the Test Error rate is  19.2105263158
Running  3650 Iterations, The Training Error rate is  14.45  and the Test Error rate is  21.9736842105
Running  3651 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.8421052632
Running  3652 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.8421052632
Running  3653 Iterations, The Training Error rate is  14.85  and the Test Error rate is  21.9736842105
Running  3654 Iterations, The Training Error rate is  11.5  and the Test Error rate is  19.2105263158
Running  3655 Iterations, The Training Error rate is  11.25  and the Test Error rate is  19.2105263158
Running  3656 Iterations, The Training Error rate is  14.55  and the Test Error rate is  21.9736842105
Running  3657 Iterations, The Training Error rate is  14.8  and the Test Error rate is  21.8421052632
Running  3658 Iterations, The Training Error rate is  14.75  and the Test Error rate is  21.8421052632
Running  3659 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.9736842105
Running  3660 Iterations, The Training Error rate is  11.6  and the Test Error rate is  19.2105263158
Running  3661 Iterations, The Training Error rate is  11.35  and the Test Error rate is  19.3421052632
Running  3662 Iterations, The Training Error rate is  14.65  and the Test Error rate is  22.1052631579
Running  3663 Iterations, The Training Error rate is  14.65  and the Test Error rate is  21.8421052632
Running  3664 Iterations, The Training Error rate is  14.55  and the Test Error rate is  21.8421052632
Running  3665 Iterations, The Training Error rate is  14.5  and the Test Error rate is  21.8421052632
Running  3666 Iterations, The Training Error rate is  14.55  and the Test Error rate is  21.8421052632
Running  3667 Iterations, The Training Error rate is  14.55  and the Test Error rate is  22.1052631579
Running  3668 Iterations, The Training Error rate is  14.6  and the Test Error rate is  22.1052631579
Running  3669 Iterations, The Training Error rate is  14.4  and the Test Error rate is  21.9736842105
Running  3670 Iterations, The Training Error rate is  14.5  and the Test Error rate is  21.9736842105
Running  3671 Iterations, The Training Error rate is  14.5  and the Test Error rate is  22.1052631579
Running  3672 Iterations, The Training Error rate is  14.55  and the Test Error rate is  22.1052631579
Running  3673 Iterations, The Training Error rate is  14.65  and the Test Error rate is  22.2368421053
Running  3674 Iterations, The Training Error rate is  14.75  and the Test Error rate is  22.2368421053
Running  3675 Iterations, The Training Error rate is  14.8  and the Test Error rate is  22.3684210526
Running  3676 Iterations, The Training Error rate is  11.5  and the Test Error rate is  19.6052631579
Running  3677 Iterations, The Training Error rate is  11.2  and the Test Error rate is  19.6052631579
Running  3678 Iterations, The Training Error rate is  14.45  and the Test Error rate is  22.1052631579
Running  3679 Iterations, The Training Error rate is  14.65  and the Test Error rate is  22.1052631579
Running  3680 Iterations, The Training Error rate is  14.55  and the Test Error rate is  22.1052631579
Running  3681 Iterations, The Training Error rate is  14.75  and the Test Error rate is  21.9736842105
Running  3682 Iterations, The Training Error rate is  11.4  and the Test Error rate is  19.2105263158
Running  3683 Iterations, The Training Error rate is  11.3  and the Test Error rate is  19.2105263158
Running  3684 Iterations, The Training Error rate is  11.25  and the Test Error rate is  19.2105263158
Running  3685 Iterations, The Training Error rate is  11.35  and the Test Error rate is  19.2105263158
Running  3686 Iterations, The Training Error rate is  11.25  and the Test Error rate is  19.2105263158
Running  3687 Iterations, The Training Error rate is  11.25  and the Test Error rate is  19.2105263158
Running  3688 Iterations, The Training Error rate is  11.3  and the Test Error rate is  19.3421052632
Running  3689 Iterations, The Training Error rate is  11.3  and the Test Error rate is  19.6052631579
Running  3690 Iterations, The Training Error rate is  11.35  and the Test Error rate is  19.6052631579
Running  3691 Iterations, The Training Error rate is  11.15  and the Test Error rate is  19.7368421053
Running  3692 Iterations, The Training Error rate is  14.5  and the Test Error rate is  22.3684210526
Running  3693 Iterations, The Training Error rate is  14.55  and the Test Error rate is  22.5
Running  3694 Iterations, The Training Error rate is  14.5  and the Test Error rate is  22.5
Running  3695 Iterations, The Training Error rate is  14.35  and the Test Error rate is  22.5
Running  3696 Iterations, The Training Error rate is  17.75  and the Test Error rate is  25.0
Running  3697 Iterations, The Training Error rate is  17.95  and the Test Error rate is  25.1315789474
Running  3698 Iterations, The Training Error rate is  14.7  and the Test Error rate is  22.5
Running  3699 Iterations, The Training Error rate is  14.6  and the Test Error rate is  22.5
Running  3700 Iterations, The Training Error rate is  14.6  and the Test Error rate is  22.5
Running  3701 Iterations, The Training Error rate is  14.7  and the Test Error rate is  22.5
Running  3702 Iterations, The Training Error rate is  11.3  and the Test Error rate is  19.8684210526
Running  3703 Iterations, The Training Error rate is  11.05  and the Test Error rate is  19.8684210526
Running  3704 Iterations, The Training Error rate is  14.4  and the Test Error rate is  22.3684210526
Running  3705 Iterations, The Training Error rate is  14.65  and the Test Error rate is  22.3684210526
Running  3706 Iterations, The Training Error rate is  11.25  and the Test Error rate is  19.8684210526
Running  3707 Iterations, The Training Error rate is  11.2  and the Test Error rate is  19.7368421053
Running  3708 Iterations, The Training Error rate is  11.05  and the Test Error rate is  19.7368421053
Running  3709 Iterations, The Training Error rate is  11.0  and the Test Error rate is  19.6052631579
Running  3710 Iterations, The Training Error rate is  11.0  and the Test Error rate is  19.6052631579
Running  3711 Iterations, The Training Error rate is  11.0  and the Test Error rate is  19.6052631579
Running  3712 Iterations, The Training Error rate is  11.0  and the Test Error rate is  19.6052631579
Running  3713 Iterations, The Training Error rate is  11.0  and the Test Error rate is  19.6052631579
Running  3714 Iterations, The Training Error rate is  11.0  and the Test Error rate is  19.6052631579
Running  3715 Iterations, The Training Error rate is  11.0  and the Test Error rate is  19.6052631579
Running  3716 Iterations, The Training Error rate is  10.95  and the Test Error rate is  19.6052631579
Running  3717 Iterations, The Training Error rate is  10.8  and the Test Error rate is  19.6052631579
Running  3718 Iterations, The Training Error rate is  14.15  and the Test Error rate is  21.9736842105
Running  3719 Iterations, The Training Error rate is  14.2  and the Test Error rate is  21.9736842105
Running  3720 Iterations, The Training Error rate is  14.1  and the Test Error rate is  21.9736842105
Running  3721 Iterations, The Training Error rate is  14.05  and the Test Error rate is  21.9736842105
Running  3722 Iterations, The Training Error rate is  14.2  and the Test Error rate is  21.9736842105
Running  3723 Iterations, The Training Error rate is  14.2  and the Test Error rate is  21.9736842105
Running  3724 Iterations, The Training Error rate is  14.15  and the Test Error rate is  21.7105263158
Running  3725 Iterations, The Training Error rate is  13.95  and the Test Error rate is  21.8421052632
Running  3726 Iterations, The Training Error rate is  14.05  and the Test Error rate is  21.8421052632
Running  3727 Iterations, The Training Error rate is  14.05  and the Test Error rate is  21.8421052632
Running  3728 Iterations, The Training Error rate is  14.05  and the Test Error rate is  22.1052631579
Running  3729 Iterations, The Training Error rate is  14.15  and the Test Error rate is  22.1052631579
Running  3730 Iterations, The Training Error rate is  14.2  and the Test Error rate is  22.1052631579
Running  3731 Iterations, The Training Error rate is  14.35  and the Test Error rate is  22.1052631579
Running  3732 Iterations, The Training Error rate is  14.2  and the Test Error rate is  22.1052631579
Running  3733 Iterations, The Training Error rate is  14.3  and the Test Error rate is  21.9736842105
Running  3734 Iterations, The Training Error rate is  11.0  and the Test Error rate is  19.7368421053
Running  3735 Iterations, The Training Error rate is  11.05  and the Test Error rate is  19.6052631579
Running  3736 Iterations, The Training Error rate is  11.0  and the Test Error rate is  19.6052631579
Running  3737 Iterations, The Training Error rate is  11.05  and the Test Error rate is  19.6052631579
Running  3738 Iterations, The Training Error rate is  7.8  and the Test Error rate is  16.9736842105
Running  3739 Iterations, The Training Error rate is  7.6  and the Test Error rate is  16.9736842105
Running  3740 Iterations, The Training Error rate is  10.9  and the Test Error rate is  19.3421052632
Running  3741 Iterations, The Training Error rate is  10.95  and the Test Error rate is  19.3421052632
Running  3742 Iterations, The Training Error rate is  10.95  and the Test Error rate is  19.3421052632
Running  3743 Iterations, The Training Error rate is  10.95  and the Test Error rate is  19.4736842105
Running  3744 Iterations, The Training Error rate is  10.95  and the Test Error rate is  19.4736842105
Running  3745 Iterations, The Training Error rate is  10.9  and the Test Error rate is  19.4736842105
Running  3746 Iterations, The Training Error rate is  11.0  and the Test Error rate is  19.4736842105
Running  3747 Iterations, The Training Error rate is  10.95  and the Test Error rate is  19.4736842105
Running  3748 Iterations, The Training Error rate is  14.1  and the Test Error rate is  21.9736842105
Running  3749 Iterations, The Training Error rate is  14.2  and the Test Error rate is  21.9736842105
Running  3750 Iterations, The Training Error rate is  10.85  and the Test Error rate is  19.6052631579
Running  3751 Iterations, The Training Error rate is  10.55  and the Test Error rate is  19.6052631579
Running  3752 Iterations, The Training Error rate is  13.85  and the Test Error rate is  22.1052631579
Running  3753 Iterations, The Training Error rate is  14.0  and the Test Error rate is  22.1052631579
Running  3754 Iterations, The Training Error rate is  13.95  and the Test Error rate is  22.1052631579
Running  3755 Iterations, The Training Error rate is  13.85  and the Test Error rate is  22.2368421053
Running  3756 Iterations, The Training Error rate is  17.0  and the Test Error rate is  24.8684210526
Running  3757 Iterations, The Training Error rate is  17.2  and the Test Error rate is  24.8684210526
Running  3758 Iterations, The Training Error rate is  14.0  and the Test Error rate is  22.3684210526
Running  3759 Iterations, The Training Error rate is  13.85  and the Test Error rate is  22.5
Running  3760 Iterations, The Training Error rate is  17.2  and the Test Error rate is  25.0
Running  3761 Iterations, The Training Error rate is  17.45  and the Test Error rate is  25.0
Running  3762 Iterations, The Training Error rate is  14.2  and the Test Error rate is  22.5
Running  3763 Iterations, The Training Error rate is  14.1  and the Test Error rate is  22.5
Running  3764 Iterations, The Training Error rate is  14.15  and the Test Error rate is  22.5
Running  3765 Iterations, The Training Error rate is  14.4  and the Test Error rate is  22.3684210526
Running  3766 Iterations, The Training Error rate is  11.15  and the Test Error rate is  19.7368421053
Running  3767 Iterations, The Training Error rate is  11.05  and the Test Error rate is  19.7368421053
Running  3768 Iterations, The Training Error rate is  11.05  and the Test Error rate is  19.7368421053
Running  3769 Iterations, The Training Error rate is  11.05  and the Test Error rate is  19.6052631579
Running  3770 Iterations, The Training Error rate is  11.05  and the Test Error rate is  19.6052631579
Running  3771 Iterations, The Training Error rate is  11.1  and the Test Error rate is  19.6052631579
Running  3772 Iterations, The Training Error rate is  11.05  and the Test Error rate is  19.6052631579
Running  3773 Iterations, The Training Error rate is  11.0  and the Test Error rate is  19.6052631579
Running  3774 Iterations, The Training Error rate is  11.0  and the Test Error rate is  19.6052631579
Running  3775 Iterations, The Training Error rate is  10.85  and the Test Error rate is  19.6052631579
Running  3776 Iterations, The Training Error rate is  11.0  and the Test Error rate is  19.6052631579
Running  3777 Iterations, The Training Error rate is  10.85  and the Test Error rate is  19.6052631579
Running  3778 Iterations, The Training Error rate is  14.05  and the Test Error rate is  22.2368421053
Running  3779 Iterations, The Training Error rate is  14.25  and the Test Error rate is  22.2368421053
Running  3780 Iterations, The Training Error rate is  10.9  and the Test Error rate is  19.8684210526
Running  3781 Iterations, The Training Error rate is  10.55  and the Test Error rate is  20.0
Running  3782 Iterations, The Training Error rate is  13.75  and the Test Error rate is  22.6315789474
Running  3783 Iterations, The Training Error rate is  13.85  and the Test Error rate is  22.6315789474
Running  3784 Iterations, The Training Error rate is  13.85  and the Test Error rate is  22.7631578947
Running  3785 Iterations, The Training Error rate is  13.75  and the Test Error rate is  22.7631578947
Running  3786 Iterations, The Training Error rate is  16.8  and the Test Error rate is  25.5263157895
Running  3787 Iterations, The Training Error rate is  17.05  and the Test Error rate is  25.5263157895
Running  3788 Iterations, The Training Error rate is  13.85  and the Test Error rate is  23.0263157895
Running  3789 Iterations, The Training Error rate is  13.7  and the Test Error rate is  23.0263157895
Running  3790 Iterations, The Training Error rate is  13.8  and the Test Error rate is  22.8947368421
Running  3791 Iterations, The Training Error rate is  13.8  and the Test Error rate is  22.7631578947
Running  3792 Iterations, The Training Error rate is  13.75  and the Test Error rate is  22.7631578947
Running  3793 Iterations, The Training Error rate is  13.75  and the Test Error rate is  22.7631578947
Running  3794 Iterations, The Training Error rate is  13.85  and the Test Error rate is  22.7631578947
Running  3795 Iterations, The Training Error rate is  13.9  and the Test Error rate is  22.7631578947
Running  3796 Iterations, The Training Error rate is  10.75  and the Test Error rate is  20.1315789474
Running  3797 Iterations, The Training Error rate is  10.55  and the Test Error rate is  20.1315789474
Running  3798 Iterations, The Training Error rate is  10.6  and the Test Error rate is  20.1315789474
Running  3799 Iterations, The Training Error rate is  10.6  and the Test Error rate is  20.1315789474
Running  3800 Iterations, The Training Error rate is  10.6  and the Test Error rate is  20.2631578947
Running  3801 Iterations, The Training Error rate is  10.8  and the Test Error rate is  20.2631578947
Running  3802 Iterations, The Training Error rate is  7.8  and the Test Error rate is  17.7631578947
Running  3803 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.7631578947
Running  3804 Iterations, The Training Error rate is  10.55  and the Test Error rate is  20.3947368421
Running  3805 Iterations, The Training Error rate is  10.75  and the Test Error rate is  20.3947368421
Running  3806 Iterations, The Training Error rate is  10.7  and the Test Error rate is  20.3947368421
Running  3807 Iterations, The Training Error rate is  10.7  and the Test Error rate is  20.3947368421
Running  3808 Iterations, The Training Error rate is  10.75  and the Test Error rate is  20.3947368421
Running  3809 Iterations, The Training Error rate is  10.6  and the Test Error rate is  20.3947368421
Running  3810 Iterations, The Training Error rate is  13.65  and the Test Error rate is  22.8947368421
Running  3811 Iterations, The Training Error rate is  13.75  and the Test Error rate is  22.8947368421
Running  3812 Iterations, The Training Error rate is  13.7  and the Test Error rate is  22.8947368421
Running  3813 Iterations, The Training Error rate is  13.75  and the Test Error rate is  22.8947368421
Running  3814 Iterations, The Training Error rate is  13.6  and the Test Error rate is  23.0263157895
Running  3815 Iterations, The Training Error rate is  13.6  and the Test Error rate is  23.0263157895
Running  3816 Iterations, The Training Error rate is  13.65  and the Test Error rate is  23.0263157895
Running  3817 Iterations, The Training Error rate is  13.75  and the Test Error rate is  23.0263157895
Running  3818 Iterations, The Training Error rate is  13.7  and the Test Error rate is  23.0263157895
Running  3819 Iterations, The Training Error rate is  13.75  and the Test Error rate is  23.0263157895
Running  3820 Iterations, The Training Error rate is  10.7  and the Test Error rate is  20.5263157895
Running  3821 Iterations, The Training Error rate is  10.45  and the Test Error rate is  20.5263157895
Running  3822 Iterations, The Training Error rate is  10.45  and the Test Error rate is  20.5263157895
Running  3823 Iterations, The Training Error rate is  10.4  and the Test Error rate is  20.5263157895
Running  3824 Iterations, The Training Error rate is  10.35  and the Test Error rate is  20.2631578947
Running  3825 Iterations, The Training Error rate is  10.35  and the Test Error rate is  20.2631578947
Running  3826 Iterations, The Training Error rate is  10.4  and the Test Error rate is  20.2631578947
Running  3827 Iterations, The Training Error rate is  10.2  and the Test Error rate is  20.2631578947
Running  3828 Iterations, The Training Error rate is  13.1  and the Test Error rate is  22.8947368421
Running  3829 Iterations, The Training Error rate is  13.35  and the Test Error rate is  22.8947368421
Running  3830 Iterations, The Training Error rate is  13.35  and the Test Error rate is  22.8947368421
Running  3831 Iterations, The Training Error rate is  13.55  and the Test Error rate is  22.8947368421
Running  3832 Iterations, The Training Error rate is  13.5  and the Test Error rate is  22.8947368421
Running  3833 Iterations, The Training Error rate is  13.65  and the Test Error rate is  22.8947368421
Running  3834 Iterations, The Training Error rate is  10.75  and the Test Error rate is  20.3947368421
Running  3835 Iterations, The Training Error rate is  10.55  and the Test Error rate is  20.3947368421
Running  3836 Iterations, The Training Error rate is  10.5  and the Test Error rate is  20.3947368421
Running  3837 Iterations, The Training Error rate is  10.55  and the Test Error rate is  20.3947368421
Running  3838 Iterations, The Training Error rate is  7.6  and the Test Error rate is  17.7631578947
Running  3839 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.7631578947
Running  3840 Iterations, The Training Error rate is  10.15  and the Test Error rate is  20.5263157895
Running  3841 Iterations, The Training Error rate is  10.2  and the Test Error rate is  20.5263157895
Running  3842 Iterations, The Training Error rate is  10.15  and the Test Error rate is  20.5263157895
Running  3843 Iterations, The Training Error rate is  10.1  and the Test Error rate is  20.5263157895
Running  3844 Iterations, The Training Error rate is  10.15  and the Test Error rate is  20.5263157895
Running  3845 Iterations, The Training Error rate is  10.1  and the Test Error rate is  20.5263157895
Running  3846 Iterations, The Training Error rate is  10.1  and the Test Error rate is  20.5263157895
Running  3847 Iterations, The Training Error rate is  10.05  and the Test Error rate is  20.5263157895
Running  3848 Iterations, The Training Error rate is  12.9  and the Test Error rate is  23.2894736842
Running  3849 Iterations, The Training Error rate is  13.2  and the Test Error rate is  23.2894736842
Running  3850 Iterations, The Training Error rate is  10.3  and the Test Error rate is  20.5263157895
Running  3851 Iterations, The Training Error rate is  10.1  and the Test Error rate is  20.5263157895
Running  3852 Iterations, The Training Error rate is  10.2  and the Test Error rate is  20.5263157895
Running  3853 Iterations, The Training Error rate is  10.1  and the Test Error rate is  20.5263157895
Running  3854 Iterations, The Training Error rate is  12.9  and the Test Error rate is  23.1578947368
Running  3855 Iterations, The Training Error rate is  13.15  and the Test Error rate is  23.1578947368
Running  3856 Iterations, The Training Error rate is  13.1  and the Test Error rate is  23.1578947368
Running  3857 Iterations, The Training Error rate is  13.15  and the Test Error rate is  23.1578947368
Running  3858 Iterations, The Training Error rate is  10.35  and the Test Error rate is  20.3947368421
Running  3859 Iterations, The Training Error rate is  10.15  and the Test Error rate is  20.3947368421
Running  3860 Iterations, The Training Error rate is  13.05  and the Test Error rate is  22.6315789474
Running  3861 Iterations, The Training Error rate is  13.2  and the Test Error rate is  22.6315789474
Running  3862 Iterations, The Training Error rate is  13.1  and the Test Error rate is  22.6315789474
Running  3863 Iterations, The Training Error rate is  13.3  and the Test Error rate is  22.6315789474
Running  3864 Iterations, The Training Error rate is  10.4  and the Test Error rate is  20.0
Running  3865 Iterations, The Training Error rate is  10.3  and the Test Error rate is  20.0
Running  3866 Iterations, The Training Error rate is  10.3  and the Test Error rate is  20.0
Running  3867 Iterations, The Training Error rate is  10.35  and the Test Error rate is  20.0
Running  3868 Iterations, The Training Error rate is  10.2  and the Test Error rate is  20.0
Running  3869 Iterations, The Training Error rate is  10.15  and the Test Error rate is  20.0
Running  3870 Iterations, The Training Error rate is  10.15  and the Test Error rate is  20.0
Running  3871 Iterations, The Training Error rate is  10.05  and the Test Error rate is  20.0
Running  3872 Iterations, The Training Error rate is  10.0  and the Test Error rate is  20.0
Running  3873 Iterations, The Training Error rate is  9.8  and the Test Error rate is  20.0
Running  3874 Iterations, The Training Error rate is  12.65  and the Test Error rate is  22.3684210526
Running  3875 Iterations, The Training Error rate is  12.75  and the Test Error rate is  22.3684210526
Running  3876 Iterations, The Training Error rate is  12.75  and the Test Error rate is  22.3684210526
Running  3877 Iterations, The Training Error rate is  12.65  and the Test Error rate is  22.3684210526
Running  3878 Iterations, The Training Error rate is  15.55  and the Test Error rate is  24.8684210526
Running  3879 Iterations, The Training Error rate is  15.8  and the Test Error rate is  24.8684210526
Running  3880 Iterations, The Training Error rate is  12.9  and the Test Error rate is  22.6315789474
Running  3881 Iterations, The Training Error rate is  12.9  and the Test Error rate is  22.6315789474
Running  3882 Iterations, The Training Error rate is  12.95  and the Test Error rate is  22.6315789474
Running  3883 Iterations, The Training Error rate is  13.0  and the Test Error rate is  22.6315789474
Running  3884 Iterations, The Training Error rate is  10.3  and the Test Error rate is  20.2631578947
Running  3885 Iterations, The Training Error rate is  10.0  and the Test Error rate is  20.2631578947
Running  3886 Iterations, The Training Error rate is  12.8  and the Test Error rate is  22.5
Running  3887 Iterations, The Training Error rate is  12.85  and the Test Error rate is  22.5
Running  3888 Iterations, The Training Error rate is  10.1  and the Test Error rate is  20.0
Running  3889 Iterations, The Training Error rate is  9.8  and the Test Error rate is  20.0
Running  3890 Iterations, The Training Error rate is  12.6  and the Test Error rate is  22.3684210526
Running  3891 Iterations, The Training Error rate is  12.75  and the Test Error rate is  22.3684210526
Running  3892 Iterations, The Training Error rate is  12.8  and the Test Error rate is  22.3684210526
Running  3893 Iterations, The Training Error rate is  12.85  and the Test Error rate is  22.3684210526
Running  3894 Iterations, The Training Error rate is  12.75  and the Test Error rate is  22.3684210526
Running  3895 Iterations, The Training Error rate is  12.9  and the Test Error rate is  22.3684210526
Running  3896 Iterations, The Training Error rate is  10.1  and the Test Error rate is  20.1315789474
Running  3897 Iterations, The Training Error rate is  10.05  and the Test Error rate is  20.1315789474
Running  3898 Iterations, The Training Error rate is  12.65  and the Test Error rate is  22.5
Running  3899 Iterations, The Training Error rate is  12.85  and the Test Error rate is  22.5
Running  3900 Iterations, The Training Error rate is  10.05  and the Test Error rate is  20.1315789474
Running  3901 Iterations, The Training Error rate is  9.95  and the Test Error rate is  20.1315789474
Running  3902 Iterations, The Training Error rate is  9.95  and the Test Error rate is  20.1315789474
Running  3903 Iterations, The Training Error rate is  10.0  and the Test Error rate is  20.1315789474
Running  3904 Iterations, The Training Error rate is  10.0  and the Test Error rate is  20.1315789474
Running  3905 Iterations, The Training Error rate is  9.95  and the Test Error rate is  20.1315789474
Running  3906 Iterations, The Training Error rate is  10.0  and the Test Error rate is  20.1315789474
Running  3907 Iterations, The Training Error rate is  10.1  and the Test Error rate is  20.1315789474
Running  3908 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.7631578947
Running  3909 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.7631578947
Running  3910 Iterations, The Training Error rate is  10.0  and the Test Error rate is  20.1315789474
Running  3911 Iterations, The Training Error rate is  9.95  and the Test Error rate is  20.1315789474
Running  3912 Iterations, The Training Error rate is  9.95  and the Test Error rate is  20.1315789474
Running  3913 Iterations, The Training Error rate is  9.8  and the Test Error rate is  20.1315789474
Running  3914 Iterations, The Training Error rate is  9.85  and the Test Error rate is  20.1315789474
Running  3915 Iterations, The Training Error rate is  9.75  and the Test Error rate is  20.1315789474
Running  3916 Iterations, The Training Error rate is  12.4  and the Test Error rate is  22.5
Running  3917 Iterations, The Training Error rate is  12.45  and the Test Error rate is  22.5
Running  3918 Iterations, The Training Error rate is  12.45  and the Test Error rate is  22.5
Running  3919 Iterations, The Training Error rate is  12.45  and the Test Error rate is  22.5
Running  3920 Iterations, The Training Error rate is  12.45  and the Test Error rate is  22.5
Running  3921 Iterations, The Training Error rate is  12.4  and the Test Error rate is  22.5
Running  3922 Iterations, The Training Error rate is  12.4  and the Test Error rate is  22.5
Running  3923 Iterations, The Training Error rate is  12.45  and the Test Error rate is  22.5
Running  3924 Iterations, The Training Error rate is  12.45  and the Test Error rate is  22.5
Running  3925 Iterations, The Training Error rate is  12.45  and the Test Error rate is  22.5
Running  3926 Iterations, The Training Error rate is  12.5  and the Test Error rate is  22.5
Running  3927 Iterations, The Training Error rate is  12.5  and the Test Error rate is  22.5
Running  3928 Iterations, The Training Error rate is  12.45  and the Test Error rate is  22.5
Running  3929 Iterations, The Training Error rate is  12.45  and the Test Error rate is  22.5
Running  3930 Iterations, The Training Error rate is  12.55  and the Test Error rate is  22.5
Running  3931 Iterations, The Training Error rate is  12.75  and the Test Error rate is  22.5
Running  3932 Iterations, The Training Error rate is  12.7  and the Test Error rate is  22.5
Running  3933 Iterations, The Training Error rate is  12.7  and the Test Error rate is  22.5
Running  3934 Iterations, The Training Error rate is  15.35  and the Test Error rate is  24.7368421053
Running  3935 Iterations, The Training Error rate is  15.6  and the Test Error rate is  24.7368421053
Running  3936 Iterations, The Training Error rate is  12.9  and the Test Error rate is  22.3684210526
Running  3937 Iterations, The Training Error rate is  12.85  and the Test Error rate is  22.3684210526
Running  3938 Iterations, The Training Error rate is  12.9  and the Test Error rate is  22.3684210526
Running  3939 Iterations, The Training Error rate is  12.95  and the Test Error rate is  22.3684210526
Running  3940 Iterations, The Training Error rate is  12.85  and the Test Error rate is  22.2368421053
Running  3941 Iterations, The Training Error rate is  12.85  and the Test Error rate is  22.2368421053
Running  3942 Iterations, The Training Error rate is  12.9  and the Test Error rate is  22.2368421053
Running  3943 Iterations, The Training Error rate is  13.05  and the Test Error rate is  22.2368421053
Running  3944 Iterations, The Training Error rate is  10.35  and the Test Error rate is  20.0
Running  3945 Iterations, The Training Error rate is  10.3  and the Test Error rate is  20.0
Running  3946 Iterations, The Training Error rate is  10.3  and the Test Error rate is  20.0
Running  3947 Iterations, The Training Error rate is  10.25  and the Test Error rate is  20.0
Running  3948 Iterations, The Training Error rate is  12.85  and the Test Error rate is  22.2368421053
Running  3949 Iterations, The Training Error rate is  13.1  and the Test Error rate is  22.2368421053
Running  3950 Iterations, The Training Error rate is  10.45  and the Test Error rate is  20.0
Running  3951 Iterations, The Training Error rate is  10.35  and the Test Error rate is  20.0
Running  3952 Iterations, The Training Error rate is  10.3  and the Test Error rate is  20.0
Running  3953 Iterations, The Training Error rate is  10.15  and the Test Error rate is  20.0
Running  3954 Iterations, The Training Error rate is  12.75  and the Test Error rate is  22.2368421053
Running  3955 Iterations, The Training Error rate is  12.75  and the Test Error rate is  22.2368421053
Running  3956 Iterations, The Training Error rate is  12.7  and the Test Error rate is  22.2368421053
Running  3957 Iterations, The Training Error rate is  12.8  and the Test Error rate is  22.2368421053
Running  3958 Iterations, The Training Error rate is  10.25  and the Test Error rate is  20.0
Running  3959 Iterations, The Training Error rate is  10.0  and the Test Error rate is  20.0
Running  3960 Iterations, The Training Error rate is  12.5  and the Test Error rate is  21.9736842105
Running  3961 Iterations, The Training Error rate is  12.5  and the Test Error rate is  21.9736842105
Running  3962 Iterations, The Training Error rate is  12.55  and the Test Error rate is  21.9736842105
Running  3963 Iterations, The Training Error rate is  12.6  and the Test Error rate is  21.9736842105
Running  3964 Iterations, The Training Error rate is  10.15  and the Test Error rate is  19.7368421053
Running  3965 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3966 Iterations, The Training Error rate is  12.4  and the Test Error rate is  21.8421052632
Running  3967 Iterations, The Training Error rate is  12.45  and the Test Error rate is  21.8421052632
Running  3968 Iterations, The Training Error rate is  12.35  and the Test Error rate is  21.8421052632
Running  3969 Iterations, The Training Error rate is  12.5  and the Test Error rate is  21.8421052632
Running  3970 Iterations, The Training Error rate is  10.05  and the Test Error rate is  19.8684210526
Running  3971 Iterations, The Training Error rate is  9.95  and the Test Error rate is  19.8684210526
Running  3972 Iterations, The Training Error rate is  10.05  and the Test Error rate is  19.8684210526
Running  3973 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.8684210526
Running  3974 Iterations, The Training Error rate is  12.2  and the Test Error rate is  21.8421052632
Running  3975 Iterations, The Training Error rate is  12.4  and the Test Error rate is  21.8421052632
Running  3976 Iterations, The Training Error rate is  10.05  and the Test Error rate is  19.7368421053
Running  3977 Iterations, The Training Error rate is  10.05  and the Test Error rate is  19.7368421053
Running  3978 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3979 Iterations, The Training Error rate is  9.9  and the Test Error rate is  19.7368421053
Running  3980 Iterations, The Training Error rate is  9.9  and the Test Error rate is  19.7368421053
Running  3981 Iterations, The Training Error rate is  9.85  and the Test Error rate is  19.7368421053
Running  3982 Iterations, The Training Error rate is  12.15  and the Test Error rate is  21.7105263158
Running  3983 Iterations, The Training Error rate is  12.4  and the Test Error rate is  21.7105263158
Running  3984 Iterations, The Training Error rate is  10.05  and the Test Error rate is  19.7368421053
Running  3985 Iterations, The Training Error rate is  9.95  and the Test Error rate is  19.7368421053
Running  3986 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3987 Iterations, The Training Error rate is  9.85  and the Test Error rate is  19.7368421053
Running  3988 Iterations, The Training Error rate is  12.15  and the Test Error rate is  21.8421052632
Running  3989 Iterations, The Training Error rate is  12.1  and the Test Error rate is  21.8421052632
Running  3990 Iterations, The Training Error rate is  14.25  and the Test Error rate is  23.9473684211
Running  3991 Iterations, The Training Error rate is  14.25  and the Test Error rate is  23.9473684211
Running  3992 Iterations, The Training Error rate is  14.05  and the Test Error rate is  24.0789473684
Running  3993 Iterations, The Training Error rate is  13.8  and the Test Error rate is  24.0789473684
Running  3994 Iterations, The Training Error rate is  15.95  and the Test Error rate is  26.1842105263
Running  3995 Iterations, The Training Error rate is  15.85  and the Test Error rate is  26.1842105263
Running  3996 Iterations, The Training Error rate is  17.95  and the Test Error rate is  28.2894736842
Running  3997 Iterations, The Training Error rate is  17.95  and the Test Error rate is  28.2894736842
Running  3998 Iterations, The Training Error rate is  17.85  and the Test Error rate is  28.2894736842
Running  3999 Iterations, The Training Error rate is  17.85  and the Test Error rate is  28.2894736842
Running  4000 Iterations, The Training Error rate is  17.85  and the Test Error rate is  28.2894736842
Running  4001 Iterations, The Training Error rate is  17.9  and the Test Error rate is  28.2894736842
Running  4002 Iterations, The Training Error rate is  15.8  and the Test Error rate is  26.1842105263
Running  4003 Iterations, The Training Error rate is  15.8  and the Test Error rate is  26.1842105263
Running  4004 Iterations, The Training Error rate is  15.85  and the Test Error rate is  26.0526315789
Running  4005 Iterations, The Training Error rate is  15.85  and the Test Error rate is  26.0526315789
Running  4006 Iterations, The Training Error rate is  15.9  and the Test Error rate is  25.9210526316
Running  4007 Iterations, The Training Error rate is  15.9  and the Test Error rate is  25.9210526316
Running  4008 Iterations, The Training Error rate is  15.95  and the Test Error rate is  25.7894736842
Running  4009 Iterations, The Training Error rate is  15.95  and the Test Error rate is  25.7894736842
Running  4010 Iterations, The Training Error rate is  15.95  and the Test Error rate is  25.6578947368
Running  4011 Iterations, The Training Error rate is  15.9  and the Test Error rate is  25.6578947368
Running  4012 Iterations, The Training Error rate is  17.95  and the Test Error rate is  27.6315789474
Running  4013 Iterations, The Training Error rate is  17.95  and the Test Error rate is  27.6315789474
Running  4014 Iterations, The Training Error rate is  17.9  and the Test Error rate is  27.6315789474
Running  4015 Iterations, The Training Error rate is  17.9  and the Test Error rate is  27.6315789474
Running  4016 Iterations, The Training Error rate is  17.85  and the Test Error rate is  27.6315789474
Running  4017 Iterations, The Training Error rate is  17.9  and the Test Error rate is  27.6315789474
Running  4018 Iterations, The Training Error rate is  15.85  and the Test Error rate is  25.6578947368
Running  4019 Iterations, The Training Error rate is  15.9  and the Test Error rate is  25.6578947368
Running  4020 Iterations, The Training Error rate is  15.9  and the Test Error rate is  25.6578947368
Running  4021 Iterations, The Training Error rate is  15.95  and the Test Error rate is  25.6578947368
Running  4022 Iterations, The Training Error rate is  16.0  and the Test Error rate is  25.6578947368
Running  4023 Iterations, The Training Error rate is  16.05  and the Test Error rate is  25.6578947368
Running  4024 Iterations, The Training Error rate is  16.1  and the Test Error rate is  25.6578947368
Running  4025 Iterations, The Training Error rate is  16.15  and the Test Error rate is  25.6578947368
Running  4026 Iterations, The Training Error rate is  16.2  and the Test Error rate is  25.6578947368
Running  4027 Iterations, The Training Error rate is  16.2  and the Test Error rate is  25.6578947368
Running  4028 Iterations, The Training Error rate is  18.25  and the Test Error rate is  27.6315789474
Running  4029 Iterations, The Training Error rate is  18.25  and the Test Error rate is  27.6315789474
Running  4030 Iterations, The Training Error rate is  18.2  and the Test Error rate is  27.6315789474
Running  4031 Iterations, The Training Error rate is  18.2  and the Test Error rate is  27.6315789474
Running  4032 Iterations, The Training Error rate is  18.1  and the Test Error rate is  27.6315789474
Running  4033 Iterations, The Training Error rate is  18.15  and the Test Error rate is  27.6315789474
Running  4034 Iterations, The Training Error rate is  16.1  and the Test Error rate is  25.6578947368
Running  4035 Iterations, The Training Error rate is  16.15  and the Test Error rate is  25.6578947368
Running  4036 Iterations, The Training Error rate is  16.15  and the Test Error rate is  25.6578947368
Running  4037 Iterations, The Training Error rate is  16.15  and the Test Error rate is  25.6578947368
Running  4038 Iterations, The Training Error rate is  16.15  and the Test Error rate is  25.6578947368
Running  4039 Iterations, The Training Error rate is  16.15  and the Test Error rate is  25.6578947368
Running  4040 Iterations, The Training Error rate is  16.2  and the Test Error rate is  25.6578947368
Running  4041 Iterations, The Training Error rate is  16.2  and the Test Error rate is  25.6578947368
Running  4042 Iterations, The Training Error rate is  16.25  and the Test Error rate is  25.6578947368
Running  4043 Iterations, The Training Error rate is  16.2  and the Test Error rate is  25.6578947368
Running  4044 Iterations, The Training Error rate is  18.15  and the Test Error rate is  27.6315789474
Running  4045 Iterations, The Training Error rate is  18.15  and the Test Error rate is  27.6315789474
Running  4046 Iterations, The Training Error rate is  16.05  and the Test Error rate is  25.6578947368
Running  4047 Iterations, The Training Error rate is  16.05  and the Test Error rate is  25.6578947368
Running  4048 Iterations, The Training Error rate is  15.85  and the Test Error rate is  25.6578947368
Running  4049 Iterations, The Training Error rate is  15.85  and the Test Error rate is  25.6578947368
Running  4050 Iterations, The Training Error rate is  15.65  and the Test Error rate is  25.6578947368
Running  4051 Iterations, The Training Error rate is  15.65  and the Test Error rate is  25.6578947368
Running  4052 Iterations, The Training Error rate is  15.5  and the Test Error rate is  25.6578947368
Running  4053 Iterations, The Training Error rate is  15.5  and the Test Error rate is  25.6578947368
Running  4054 Iterations, The Training Error rate is  15.4  and the Test Error rate is  25.6578947368
Running  4055 Iterations, The Training Error rate is  15.35  and the Test Error rate is  25.6578947368
Running  4056 Iterations, The Training Error rate is  17.25  and the Test Error rate is  27.6315789474
Running  4057 Iterations, The Training Error rate is  17.25  and the Test Error rate is  27.6315789474
Running  4058 Iterations, The Training Error rate is  17.25  and the Test Error rate is  27.6315789474
Running  4059 Iterations, The Training Error rate is  17.25  and the Test Error rate is  27.6315789474
Running  4060 Iterations, The Training Error rate is  17.25  and the Test Error rate is  27.6315789474
Running  4061 Iterations, The Training Error rate is  17.3  and the Test Error rate is  27.6315789474
Running  4062 Iterations, The Training Error rate is  15.45  and the Test Error rate is  25.6578947368
Running  4063 Iterations, The Training Error rate is  15.55  and the Test Error rate is  25.6578947368
Running  4064 Iterations, The Training Error rate is  13.65  and the Test Error rate is  23.6842105263
Running  4065 Iterations, The Training Error rate is  13.7  and the Test Error rate is  23.6842105263
Running  4066 Iterations, The Training Error rate is  13.65  and the Test Error rate is  23.6842105263
Running  4067 Iterations, The Training Error rate is  13.7  and the Test Error rate is  23.6842105263
Running  4068 Iterations, The Training Error rate is  13.65  and the Test Error rate is  23.6842105263
Running  4069 Iterations, The Training Error rate is  13.7  and the Test Error rate is  23.6842105263
Running  4070 Iterations, The Training Error rate is  13.6  and the Test Error rate is  23.6842105263
Running  4071 Iterations, The Training Error rate is  13.55  and the Test Error rate is  23.8157894737
Running  4072 Iterations, The Training Error rate is  15.3  and the Test Error rate is  25.9210526316
Running  4073 Iterations, The Training Error rate is  15.25  and the Test Error rate is  26.0526315789
Running  4074 Iterations, The Training Error rate is  17.05  and the Test Error rate is  28.1578947368
Running  4075 Iterations, The Training Error rate is  17.0  and the Test Error rate is  28.2894736842
Running  4076 Iterations, The Training Error rate is  16.85  and the Test Error rate is  28.4210526316
Running  4077 Iterations, The Training Error rate is  16.75  and the Test Error rate is  28.5526315789
Running  4078 Iterations, The Training Error rate is  16.55  and the Test Error rate is  28.6842105263
Running  4079 Iterations, The Training Error rate is  16.5  and the Test Error rate is  28.8157894737
Running  4080 Iterations, The Training Error rate is  16.35  and the Test Error rate is  29.0789473684
Running  4081 Iterations, The Training Error rate is  16.35  and the Test Error rate is  29.0789473684
Running  4082 Iterations, The Training Error rate is  14.65  and the Test Error rate is  26.9736842105
Running  4083 Iterations, The Training Error rate is  14.6  and the Test Error rate is  26.9736842105
Running  4084 Iterations, The Training Error rate is  14.45  and the Test Error rate is  27.1052631579
Running  4085 Iterations, The Training Error rate is  14.45  and the Test Error rate is  27.1052631579
Running  4086 Iterations, The Training Error rate is  14.4  and the Test Error rate is  27.2368421053
Running  4087 Iterations, The Training Error rate is  14.45  and the Test Error rate is  27.2368421053
Running  4088 Iterations, The Training Error rate is  14.45  and the Test Error rate is  27.3684210526
Running  4089 Iterations, The Training Error rate is  14.45  and the Test Error rate is  27.3684210526
Running  4090 Iterations, The Training Error rate is  14.45  and the Test Error rate is  27.3684210526
Running  4091 Iterations, The Training Error rate is  14.4  and the Test Error rate is  27.3684210526
Running  4092 Iterations, The Training Error rate is  15.95  and the Test Error rate is  29.6052631579
Running  4093 Iterations, The Training Error rate is  15.95  and the Test Error rate is  29.6052631579
Running  4094 Iterations, The Training Error rate is  15.95  and the Test Error rate is  29.4736842105
Running  4095 Iterations, The Training Error rate is  15.9  and the Test Error rate is  29.4736842105
Running  4096 Iterations, The Training Error rate is  15.85  and the Test Error rate is  29.3421052632
Running  4097 Iterations, The Training Error rate is  15.8  and the Test Error rate is  29.3421052632
Running  4098 Iterations, The Training Error rate is  15.75  and the Test Error rate is  29.2105263158
Running  4099 Iterations, The Training Error rate is  15.9  and the Test Error rate is  29.2105263158
Running  4100 Iterations, The Training Error rate is  14.45  and the Test Error rate is  26.9736842105
Running  4101 Iterations, The Training Error rate is  14.55  and the Test Error rate is  26.9736842105
Running  4102 Iterations, The Training Error rate is  14.5  and the Test Error rate is  26.8421052632
Running  4103 Iterations, The Training Error rate is  14.5  and the Test Error rate is  26.8421052632
Running  4104 Iterations, The Training Error rate is  14.45  and the Test Error rate is  26.8421052632
Running  4105 Iterations, The Training Error rate is  14.55  and the Test Error rate is  26.8421052632
Running  4106 Iterations, The Training Error rate is  14.55  and the Test Error rate is  26.8421052632
Running  4107 Iterations, The Training Error rate is  14.6  and the Test Error rate is  26.8421052632
Running  4108 Iterations, The Training Error rate is  14.6  and the Test Error rate is  26.7105263158
Running  4109 Iterations, The Training Error rate is  14.45  and the Test Error rate is  26.7105263158
Running  4110 Iterations, The Training Error rate is  15.85  and the Test Error rate is  28.6842105263
Running  4111 Iterations, The Training Error rate is  15.85  and the Test Error rate is  28.6842105263
Running  4112 Iterations, The Training Error rate is  15.85  and the Test Error rate is  28.5526315789
Running  4113 Iterations, The Training Error rate is  15.85  and the Test Error rate is  28.5526315789
Running  4114 Iterations, The Training Error rate is  15.85  and the Test Error rate is  28.4210526316
Running  4115 Iterations, The Training Error rate is  15.8  and the Test Error rate is  28.4210526316
Running  4116 Iterations, The Training Error rate is  15.75  and the Test Error rate is  28.2894736842
Running  4117 Iterations, The Training Error rate is  15.8  and the Test Error rate is  28.2894736842
Running  4118 Iterations, The Training Error rate is  15.75  and the Test Error rate is  28.2894736842
Running  4119 Iterations, The Training Error rate is  15.75  and the Test Error rate is  28.4210526316
Running  4120 Iterations, The Training Error rate is  15.7  and the Test Error rate is  28.2894736842
Running  4121 Iterations, The Training Error rate is  15.65  and the Test Error rate is  28.4210526316
Running  4122 Iterations, The Training Error rate is  15.6  and the Test Error rate is  28.2894736842
Running  4123 Iterations, The Training Error rate is  15.65  and the Test Error rate is  28.4210526316
Running  4124 Iterations, The Training Error rate is  15.6  and the Test Error rate is  28.2894736842
Running  4125 Iterations, The Training Error rate is  15.6  and the Test Error rate is  28.4210526316
Running  4126 Iterations, The Training Error rate is  15.6  and the Test Error rate is  27.8947368421
Running  4127 Iterations, The Training Error rate is  15.6  and the Test Error rate is  28.0263157895
Running  4128 Iterations, The Training Error rate is  15.65  and the Test Error rate is  27.5
Running  4129 Iterations, The Training Error rate is  15.65  and the Test Error rate is  27.3684210526
Running  4130 Iterations, The Training Error rate is  15.7  and the Test Error rate is  26.9736842105
Running  4131 Iterations, The Training Error rate is  15.7  and the Test Error rate is  26.8421052632
Running  4132 Iterations, The Training Error rate is  15.7  and the Test Error rate is  26.4473684211
Running  4133 Iterations, The Training Error rate is  15.7  and the Test Error rate is  26.4473684211
Running  4134 Iterations, The Training Error rate is  15.7  and the Test Error rate is  26.0526315789
Running  4135 Iterations, The Training Error rate is  15.7  and the Test Error rate is  25.9210526316
Running  4136 Iterations, The Training Error rate is  15.7  and the Test Error rate is  25.9210526316
Running  4137 Iterations, The Training Error rate is  15.65  and the Test Error rate is  25.7894736842
Running  4138 Iterations, The Training Error rate is  15.55  and the Test Error rate is  25.7894736842
Running  4139 Iterations, The Training Error rate is  15.6  and the Test Error rate is  25.7894736842
Running  4140 Iterations, The Training Error rate is  15.35  and the Test Error rate is  25.7894736842
Running  4141 Iterations, The Training Error rate is  15.35  and the Test Error rate is  25.7894736842
Running  4142 Iterations, The Training Error rate is  15.05  and the Test Error rate is  25.5263157895
Running  4143 Iterations, The Training Error rate is  15.0  and the Test Error rate is  25.3947368421
Running  4144 Iterations, The Training Error rate is  14.7  and the Test Error rate is  25.1315789474
Running  4145 Iterations, The Training Error rate is  14.75  and the Test Error rate is  25.1315789474
Running  4146 Iterations, The Training Error rate is  14.4  and the Test Error rate is  24.7368421053
Running  4147 Iterations, The Training Error rate is  14.4  and the Test Error rate is  24.7368421053
Running  4148 Iterations, The Training Error rate is  14.05  and the Test Error rate is  24.3421052632
Running  4149 Iterations, The Training Error rate is  14.05  and the Test Error rate is  24.3421052632
Running  4150 Iterations, The Training Error rate is  13.8  and the Test Error rate is  23.9473684211
Running  4151 Iterations, The Training Error rate is  13.8  and the Test Error rate is  23.9473684211
Running  4152 Iterations, The Training Error rate is  13.6  and the Test Error rate is  23.8157894737
Running  4153 Iterations, The Training Error rate is  13.6  and the Test Error rate is  23.8157894737
Running  4154 Iterations, The Training Error rate is  13.4  and the Test Error rate is  23.6842105263
Running  4155 Iterations, The Training Error rate is  13.35  and the Test Error rate is  23.6842105263
Running  4156 Iterations, The Training Error rate is  13.1  and the Test Error rate is  23.5526315789
Running  4157 Iterations, The Training Error rate is  13.15  and the Test Error rate is  23.5526315789
Running  4158 Iterations, The Training Error rate is  12.9  and the Test Error rate is  23.4210526316
Running  4159 Iterations, The Training Error rate is  12.85  and the Test Error rate is  23.5526315789
Running  4160 Iterations, The Training Error rate is  12.65  and the Test Error rate is  23.4210526316
Running  4161 Iterations, The Training Error rate is  12.65  and the Test Error rate is  23.5526315789
Running  4162 Iterations, The Training Error rate is  12.45  and the Test Error rate is  23.2894736842
Running  4163 Iterations, The Training Error rate is  12.5  and the Test Error rate is  23.4210526316
Running  4164 Iterations, The Training Error rate is  12.3  and the Test Error rate is  23.2894736842
Running  4165 Iterations, The Training Error rate is  12.3  and the Test Error rate is  23.4210526316
Running  4166 Iterations, The Training Error rate is  12.2  and the Test Error rate is  23.4210526316
Running  4167 Iterations, The Training Error rate is  12.15  and the Test Error rate is  23.5526315789
Running  4168 Iterations, The Training Error rate is  12.1  and the Test Error rate is  23.5526315789
Running  4169 Iterations, The Training Error rate is  12.15  and the Test Error rate is  23.5526315789
Running  4170 Iterations, The Training Error rate is  12.1  and the Test Error rate is  23.4210526316
Running  4171 Iterations, The Training Error rate is  12.1  and the Test Error rate is  23.4210526316
Running  4172 Iterations, The Training Error rate is  12.1  and the Test Error rate is  23.4210526316
Running  4173 Iterations, The Training Error rate is  12.1  and the Test Error rate is  23.4210526316
Running  4174 Iterations, The Training Error rate is  12.1  and the Test Error rate is  23.2894736842
Running  4175 Iterations, The Training Error rate is  12.15  and the Test Error rate is  23.2894736842
Running  4176 Iterations, The Training Error rate is  12.1  and the Test Error rate is  23.2894736842
Running  4177 Iterations, The Training Error rate is  12.2  and the Test Error rate is  23.2894736842
Running  4178 Iterations, The Training Error rate is  12.15  and the Test Error rate is  23.0263157895
Running  4179 Iterations, The Training Error rate is  12.15  and the Test Error rate is  23.0263157895
Running  4180 Iterations, The Training Error rate is  12.1  and the Test Error rate is  22.8947368421
Running  4181 Iterations, The Training Error rate is  12.15  and the Test Error rate is  22.8947368421
Running  4182 Iterations, The Training Error rate is  12.05  and the Test Error rate is  22.7631578947
Running  4183 Iterations, The Training Error rate is  12.1  and the Test Error rate is  22.7631578947
Running  4184 Iterations, The Training Error rate is  12.0  and the Test Error rate is  22.6315789474
Running  4185 Iterations, The Training Error rate is  12.0  and the Test Error rate is  22.6315789474
Running  4186 Iterations, The Training Error rate is  11.95  and the Test Error rate is  22.3684210526
Running  4187 Iterations, The Training Error rate is  11.9  and the Test Error rate is  22.3684210526
Running  4188 Iterations, The Training Error rate is  11.8  and the Test Error rate is  22.3684210526
Running  4189 Iterations, The Training Error rate is  11.8  and the Test Error rate is  22.3684210526
Running  4190 Iterations, The Training Error rate is  11.7  and the Test Error rate is  22.3684210526
Running  4191 Iterations, The Training Error rate is  11.75  and the Test Error rate is  22.3684210526
Running  4192 Iterations, The Training Error rate is  11.75  and the Test Error rate is  22.3684210526
Running  4193 Iterations, The Training Error rate is  11.7  and the Test Error rate is  22.3684210526
Running  4194 Iterations, The Training Error rate is  11.65  and the Test Error rate is  22.3684210526
Running  4195 Iterations, The Training Error rate is  11.65  and the Test Error rate is  22.3684210526
Running  4196 Iterations, The Training Error rate is  11.6  and the Test Error rate is  22.3684210526
Running  4197 Iterations, The Training Error rate is  11.65  and the Test Error rate is  22.3684210526
Running  4198 Iterations, The Training Error rate is  11.55  and the Test Error rate is  22.3684210526
Running  4199 Iterations, The Training Error rate is  11.55  and the Test Error rate is  22.3684210526
Running  4200 Iterations, The Training Error rate is  11.45  and the Test Error rate is  22.3684210526
Running  4201 Iterations, The Training Error rate is  11.4  and the Test Error rate is  22.3684210526
Running  4202 Iterations, The Training Error rate is  11.2  and the Test Error rate is  22.3684210526
Running  4203 Iterations, The Training Error rate is  11.2  and the Test Error rate is  22.3684210526
Running  4204 Iterations, The Training Error rate is  11.0  and the Test Error rate is  22.3684210526
Running  4205 Iterations, The Training Error rate is  11.05  and the Test Error rate is  22.3684210526
Running  4206 Iterations, The Training Error rate is  10.75  and the Test Error rate is  22.2368421053
Running  4207 Iterations, The Training Error rate is  10.7  and the Test Error rate is  22.2368421053
Running  4208 Iterations, The Training Error rate is  10.5  and the Test Error rate is  22.1052631579
Running  4209 Iterations, The Training Error rate is  10.5  and the Test Error rate is  22.1052631579
Running  4210 Iterations, The Training Error rate is  10.3  and the Test Error rate is  21.9736842105
Running  4211 Iterations, The Training Error rate is  10.35  and the Test Error rate is  21.9736842105
Running  4212 Iterations, The Training Error rate is  10.2  and the Test Error rate is  21.8421052632
Running  4213 Iterations, The Training Error rate is  10.25  and the Test Error rate is  21.8421052632
Running  4214 Iterations, The Training Error rate is  10.15  and the Test Error rate is  21.7105263158
Running  4215 Iterations, The Training Error rate is  10.15  and the Test Error rate is  21.7105263158
Running  4216 Iterations, The Training Error rate is  10.05  and the Test Error rate is  21.7105263158
Running  4217 Iterations, The Training Error rate is  10.1  and the Test Error rate is  21.7105263158
Running  4218 Iterations, The Training Error rate is  10.0  and the Test Error rate is  21.7105263158
Running  4219 Iterations, The Training Error rate is  10.05  and the Test Error rate is  21.7105263158
Running  4220 Iterations, The Training Error rate is  9.95  and the Test Error rate is  21.7105263158
Running  4221 Iterations, The Training Error rate is  9.95  and the Test Error rate is  21.7105263158
Running  4222 Iterations, The Training Error rate is  9.85  and the Test Error rate is  21.7105263158
Running  4223 Iterations, The Training Error rate is  9.8  and the Test Error rate is  21.7105263158
Running  4224 Iterations, The Training Error rate is  9.7  and the Test Error rate is  21.7105263158
Running  4225 Iterations, The Training Error rate is  9.65  and the Test Error rate is  21.7105263158
Running  4226 Iterations, The Training Error rate is  9.7  and the Test Error rate is  21.8421052632
Running  4227 Iterations, The Training Error rate is  9.65  and the Test Error rate is  21.8421052632
Running  4228 Iterations, The Training Error rate is  9.75  and the Test Error rate is  21.9736842105
Running  4229 Iterations, The Training Error rate is  9.7  and the Test Error rate is  21.9736842105
Running  4230 Iterations, The Training Error rate is  9.75  and the Test Error rate is  22.1052631579
Running  4231 Iterations, The Training Error rate is  9.7  and the Test Error rate is  22.1052631579
Running  4232 Iterations, The Training Error rate is  9.75  and the Test Error rate is  22.2368421053
Running  4233 Iterations, The Training Error rate is  9.75  and the Test Error rate is  22.2368421053
Running  4234 Iterations, The Training Error rate is  9.8  and the Test Error rate is  22.3684210526
Running  4235 Iterations, The Training Error rate is  9.8  and the Test Error rate is  22.3684210526
Running  4236 Iterations, The Training Error rate is  9.8  and the Test Error rate is  22.5
Running  4237 Iterations, The Training Error rate is  9.8  and the Test Error rate is  22.5
Running  4238 Iterations, The Training Error rate is  9.7  and the Test Error rate is  22.6315789474
Running  4239 Iterations, The Training Error rate is  9.7  and the Test Error rate is  22.6315789474
Running  4240 Iterations, The Training Error rate is  9.65  and the Test Error rate is  22.7631578947
Running  4241 Iterations, The Training Error rate is  9.65  and the Test Error rate is  22.7631578947
Running  4242 Iterations, The Training Error rate is  9.6  and the Test Error rate is  22.8947368421
Running  4243 Iterations, The Training Error rate is  9.6  and the Test Error rate is  22.8947368421
Running  4244 Iterations, The Training Error rate is  9.6  and the Test Error rate is  22.8947368421
Running  4245 Iterations, The Training Error rate is  9.6  and the Test Error rate is  22.8947368421
Running  4246 Iterations, The Training Error rate is  9.55  and the Test Error rate is  22.7631578947
Running  4247 Iterations, The Training Error rate is  9.55  and the Test Error rate is  22.7631578947
Running  4248 Iterations, The Training Error rate is  9.55  and the Test Error rate is  22.6315789474
Running  4249 Iterations, The Training Error rate is  9.55  and the Test Error rate is  22.6315789474
Running  4250 Iterations, The Training Error rate is  9.5  and the Test Error rate is  22.5
Running  4251 Iterations, The Training Error rate is  9.5  and the Test Error rate is  22.5
Running  4252 Iterations, The Training Error rate is  9.45  and the Test Error rate is  22.3684210526
Running  4253 Iterations, The Training Error rate is  9.45  and the Test Error rate is  22.3684210526
Running  4254 Iterations, The Training Error rate is  9.35  and the Test Error rate is  22.3684210526
Running  4255 Iterations, The Training Error rate is  9.35  and the Test Error rate is  22.3684210526
Running  4256 Iterations, The Training Error rate is  9.35  and the Test Error rate is  22.3684210526
Running  4257 Iterations, The Training Error rate is  9.35  and the Test Error rate is  22.3684210526
Running  4258 Iterations, The Training Error rate is  9.35  and the Test Error rate is  22.5
Running  4259 Iterations, The Training Error rate is  9.35  and the Test Error rate is  22.5
Running  4260 Iterations, The Training Error rate is  9.45  and the Test Error rate is  22.6315789474
Running  4261 Iterations, The Training Error rate is  9.45  and the Test Error rate is  22.6315789474
Running  4262 Iterations, The Training Error rate is  9.5  and the Test Error rate is  22.7631578947
Running  4263 Iterations, The Training Error rate is  9.5  and the Test Error rate is  22.7631578947
Running  4264 Iterations, The Training Error rate is  9.55  and the Test Error rate is  22.8947368421
Running  4265 Iterations, The Training Error rate is  9.55  and the Test Error rate is  22.8947368421
Running  4266 Iterations, The Training Error rate is  9.55  and the Test Error rate is  23.0263157895
Running  4267 Iterations, The Training Error rate is  9.55  and the Test Error rate is  23.0263157895
Running  4268 Iterations, The Training Error rate is  9.6  and the Test Error rate is  23.0263157895
Running  4269 Iterations, The Training Error rate is  9.6  and the Test Error rate is  23.0263157895
Running  4270 Iterations, The Training Error rate is  9.6  and the Test Error rate is  23.0263157895
Running  4271 Iterations, The Training Error rate is  9.6  and the Test Error rate is  23.0263157895
Running  4272 Iterations, The Training Error rate is  9.6  and the Test Error rate is  23.0263157895
Running  4273 Iterations, The Training Error rate is  9.6  and the Test Error rate is  22.8947368421
Running  4274 Iterations, The Training Error rate is  9.6  and the Test Error rate is  22.8947368421
Running  4275 Iterations, The Training Error rate is  9.6  and the Test Error rate is  22.7631578947
Running  4276 Iterations, The Training Error rate is  9.55  and the Test Error rate is  22.6315789474
Running  4277 Iterations, The Training Error rate is  9.5  and the Test Error rate is  22.5
Running  4278 Iterations, The Training Error rate is  9.55  and the Test Error rate is  22.5
Running  4279 Iterations, The Training Error rate is  9.5  and the Test Error rate is  22.5
Running  4280 Iterations, The Training Error rate is  9.6  and the Test Error rate is  22.5
Running  4281 Iterations, The Training Error rate is  9.55  and the Test Error rate is  22.5
Running  4282 Iterations, The Training Error rate is  9.65  and the Test Error rate is  22.5
Running  4283 Iterations, The Training Error rate is  9.6  and the Test Error rate is  22.6315789474
Running  4284 Iterations, The Training Error rate is  9.7  and the Test Error rate is  22.6315789474
Running  4285 Iterations, The Training Error rate is  9.7  and the Test Error rate is  22.7631578947
Running  4286 Iterations, The Training Error rate is  9.8  and the Test Error rate is  22.8947368421
Running  4287 Iterations, The Training Error rate is  9.85  and the Test Error rate is  23.0263157895
Running  4288 Iterations, The Training Error rate is  9.75  and the Test Error rate is  23.0263157895
Running  4289 Iterations, The Training Error rate is  9.75  and the Test Error rate is  23.0263157895
Running  4290 Iterations, The Training Error rate is  9.7  and the Test Error rate is  23.0263157895
Running  4291 Iterations, The Training Error rate is  9.65  and the Test Error rate is  23.0263157895
Running  4292 Iterations, The Training Error rate is  9.8  and the Test Error rate is  23.0263157895
Running  4293 Iterations, The Training Error rate is  9.8  and the Test Error rate is  23.0263157895
Running  4294 Iterations, The Training Error rate is  9.9  and the Test Error rate is  23.0263157895
Running  4295 Iterations, The Training Error rate is  9.85  and the Test Error rate is  23.0263157895
Running  4296 Iterations, The Training Error rate is  9.95  and the Test Error rate is  22.8947368421
Running  4297 Iterations, The Training Error rate is  9.9  and the Test Error rate is  22.8947368421
Running  4298 Iterations, The Training Error rate is  10.0  and the Test Error rate is  22.7631578947
Running  4299 Iterations, The Training Error rate is  9.95  and the Test Error rate is  22.7631578947
Running  4300 Iterations, The Training Error rate is  10.05  and the Test Error rate is  22.6315789474
Running  4301 Iterations, The Training Error rate is  10.05  and the Test Error rate is  22.6315789474
Running  4302 Iterations, The Training Error rate is  10.05  and the Test Error rate is  22.5
Running  4303 Iterations, The Training Error rate is  10.05  and the Test Error rate is  22.5
Running  4304 Iterations, The Training Error rate is  10.05  and the Test Error rate is  22.3684210526
Running  4305 Iterations, The Training Error rate is  10.0  and the Test Error rate is  22.3684210526
Running  4306 Iterations, The Training Error rate is  10.25  and the Test Error rate is  22.2368421053
Running  4307 Iterations, The Training Error rate is  10.15  and the Test Error rate is  22.2368421053
Running  4308 Iterations, The Training Error rate is  10.35  and the Test Error rate is  22.1052631579
Running  4309 Iterations, The Training Error rate is  10.3  and the Test Error rate is  22.1052631579
Running  4310 Iterations, The Training Error rate is  10.35  and the Test Error rate is  21.9736842105
Running  4311 Iterations, The Training Error rate is  10.3  and the Test Error rate is  21.9736842105
Running  4312 Iterations, The Training Error rate is  10.3  and the Test Error rate is  21.8421052632
Running  4313 Iterations, The Training Error rate is  10.2  and the Test Error rate is  21.8421052632
Running  4314 Iterations, The Training Error rate is  10.25  and the Test Error rate is  21.8421052632
Running  4315 Iterations, The Training Error rate is  10.2  and the Test Error rate is  21.8421052632
Running  4316 Iterations, The Training Error rate is  10.0  and the Test Error rate is  21.9736842105
Running  4317 Iterations, The Training Error rate is  10.05  and the Test Error rate is  21.9736842105
Running  4318 Iterations, The Training Error rate is  9.85  and the Test Error rate is  22.1052631579
Running  4319 Iterations, The Training Error rate is  9.85  and the Test Error rate is  22.1052631579
Running  4320 Iterations, The Training Error rate is  9.7  and the Test Error rate is  22.2368421053
Running  4321 Iterations, The Training Error rate is  9.7  and the Test Error rate is  22.2368421053
Running  4322 Iterations, The Training Error rate is  9.55  and the Test Error rate is  22.3684210526
Running  4323 Iterations, The Training Error rate is  9.55  and the Test Error rate is  22.3684210526
Running  4324 Iterations, The Training Error rate is  9.35  and the Test Error rate is  22.3684210526
Running  4325 Iterations, The Training Error rate is  9.35  and the Test Error rate is  22.3684210526
Running  4326 Iterations, The Training Error rate is  9.3  and the Test Error rate is  22.3684210526
Running  4327 Iterations, The Training Error rate is  9.3  and the Test Error rate is  22.3684210526
Running  4328 Iterations, The Training Error rate is  9.35  and the Test Error rate is  22.2368421053
Running  4329 Iterations, The Training Error rate is  9.4  and the Test Error rate is  22.2368421053
Running  4330 Iterations, The Training Error rate is  9.4  and the Test Error rate is  22.1052631579
Running  4331 Iterations, The Training Error rate is  9.4  and the Test Error rate is  22.1052631579
Running  4332 Iterations, The Training Error rate is  9.35  and the Test Error rate is  21.9736842105
Running  4333 Iterations, The Training Error rate is  9.35  and the Test Error rate is  21.9736842105
Running  4334 Iterations, The Training Error rate is  9.35  and the Test Error rate is  21.8421052632
Running  4335 Iterations, The Training Error rate is  9.35  and the Test Error rate is  21.8421052632
Running  4336 Iterations, The Training Error rate is  9.35  and the Test Error rate is  21.7105263158
Running  4337 Iterations, The Training Error rate is  9.3  and the Test Error rate is  21.7105263158
Running  4338 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.7105263158
Running  4339 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.7105263158
Running  4340 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.5789473684
Running  4341 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.5789473684
Running  4342 Iterations, The Training Error rate is  9.25  and the Test Error rate is  21.4473684211
Running  4343 Iterations, The Training Error rate is  9.25  and the Test Error rate is  21.4473684211
Running  4344 Iterations, The Training Error rate is  9.3  and the Test Error rate is  21.3157894737
Running  4345 Iterations, The Training Error rate is  9.3  and the Test Error rate is  21.3157894737
Running  4346 Iterations, The Training Error rate is  9.3  and the Test Error rate is  21.1842105263
Running  4347 Iterations, The Training Error rate is  9.3  and the Test Error rate is  21.1842105263
Running  4348 Iterations, The Training Error rate is  9.3  and the Test Error rate is  21.1842105263
Running  4349 Iterations, The Training Error rate is  9.3  and the Test Error rate is  21.1842105263
Running  4350 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.3157894737
Running  4351 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.3157894737
Running  4352 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.4473684211
Running  4353 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.4473684211
Running  4354 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.5789473684
Running  4355 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.5789473684
Running  4356 Iterations, The Training Error rate is  9.05  and the Test Error rate is  21.7105263158
Running  4357 Iterations, The Training Error rate is  9.05  and the Test Error rate is  21.7105263158
Running  4358 Iterations, The Training Error rate is  9.1  and the Test Error rate is  21.7105263158
Running  4359 Iterations, The Training Error rate is  9.1  and the Test Error rate is  21.7105263158
Running  4360 Iterations, The Training Error rate is  9.25  and the Test Error rate is  21.7105263158
Running  4361 Iterations, The Training Error rate is  9.25  and the Test Error rate is  21.7105263158
Running  4362 Iterations, The Training Error rate is  9.25  and the Test Error rate is  21.7105263158
Running  4363 Iterations, The Training Error rate is  9.25  and the Test Error rate is  21.7105263158
Running  4364 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.7105263158
Running  4365 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.7105263158
Running  4366 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.7105263158
Running  4367 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.7105263158
Running  4368 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.7105263158
Running  4369 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.7105263158
Running  4370 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.7105263158
Running  4371 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.7105263158
Running  4372 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.7105263158
Running  4373 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.7105263158
Running  4374 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.7105263158
Running  4375 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.7105263158
Running  4376 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.7105263158
Running  4377 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.7105263158
Running  4378 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.7105263158
Running  4379 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.7105263158
Running  4380 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.7105263158
Running  4381 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.7105263158
Running  4382 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.7105263158
Running  4383 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.7105263158
Running  4384 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.7105263158
Running  4385 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.7105263158
Running  4386 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.7105263158
Running  4387 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.7105263158
Running  4388 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.7105263158
Running  4389 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.7105263158
Running  4390 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.5789473684
Running  4391 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.5789473684
Running  4392 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.5789473684
Running  4393 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.5789473684
Running  4394 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.5789473684
Running  4395 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.5789473684
Running  4396 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.5789473684
Running  4397 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.5789473684
Running  4398 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.5789473684
Running  4399 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.5789473684
Running  4400 Iterations, The Training Error rate is  8.7  and the Test Error rate is  21.7105263158
Running  4401 Iterations, The Training Error rate is  8.7  and the Test Error rate is  21.7105263158
Running  4402 Iterations, The Training Error rate is  8.7  and the Test Error rate is  21.7105263158
Running  4403 Iterations, The Training Error rate is  8.7  and the Test Error rate is  21.7105263158
Running  4404 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.7105263158
Running  4405 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.7105263158
Running  4406 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.7105263158
Running  4407 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.7105263158
Running  4408 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.7105263158
Running  4409 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.5789473684
Running  4410 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.5789473684
Running  4411 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.4473684211
Running  4412 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.4473684211
Running  4413 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.3157894737
Running  4414 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.3157894737
Running  4415 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.1842105263
Running  4416 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.1842105263
Running  4417 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.0526315789
Running  4418 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.0526315789
Running  4419 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.0526315789
Running  4420 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.0526315789
Running  4421 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.0526315789
Running  4422 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.0526315789
Running  4423 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.0526315789
Running  4424 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.0526315789
Running  4425 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.0526315789
Running  4426 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.0526315789
Running  4427 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.0526315789
Running  4428 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.0526315789
Running  4429 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.0526315789
Running  4430 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.0526315789
Running  4431 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.0526315789
Running  4432 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.0526315789
Running  4433 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.0526315789
Running  4434 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.0526315789
Running  4435 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.0526315789
Running  4436 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.0526315789
Running  4437 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.0526315789
Running  4438 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.0526315789
Running  4439 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.0526315789
Running  4440 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.1842105263
Running  4441 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.1842105263
Running  4442 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.3157894737
Running  4443 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.3157894737
Running  4444 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.4473684211
Running  4445 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.4473684211
Running  4446 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.4473684211
Running  4447 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.4473684211
Running  4448 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.4473684211
Running  4449 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.4473684211
Running  4450 Iterations, The Training Error rate is  9.05  and the Test Error rate is  21.4473684211
Running  4451 Iterations, The Training Error rate is  9.1  and the Test Error rate is  21.4473684211
Running  4452 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.5789473684
Running  4453 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.5789473684
Running  4454 Iterations, The Training Error rate is  9.3  and the Test Error rate is  21.5789473684
Running  4455 Iterations, The Training Error rate is  9.3  and the Test Error rate is  21.5789473684
Running  4456 Iterations, The Training Error rate is  9.35  and the Test Error rate is  21.7105263158
Running  4457 Iterations, The Training Error rate is  9.35  and the Test Error rate is  21.7105263158
Running  4458 Iterations, The Training Error rate is  9.35  and the Test Error rate is  21.8421052632
Running  4459 Iterations, The Training Error rate is  9.35  and the Test Error rate is  21.8421052632
Running  4460 Iterations, The Training Error rate is  9.3  and the Test Error rate is  21.9736842105
Running  4461 Iterations, The Training Error rate is  9.25  and the Test Error rate is  21.9736842105
Running  4462 Iterations, The Training Error rate is  9.1  and the Test Error rate is  21.9736842105
Running  4463 Iterations, The Training Error rate is  9.1  and the Test Error rate is  21.9736842105
Running  4464 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.1052631579
Running  4465 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.1052631579
Running  4466 Iterations, The Training Error rate is  8.95  and the Test Error rate is  22.2368421053
Running  4467 Iterations, The Training Error rate is  8.95  and the Test Error rate is  22.2368421053
Running  4468 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.3684210526
Running  4469 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.3684210526
Running  4470 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.3684210526
Running  4471 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.3684210526
Running  4472 Iterations, The Training Error rate is  9.1  and the Test Error rate is  22.2368421053
Running  4473 Iterations, The Training Error rate is  9.1  and the Test Error rate is  22.2368421053
Running  4474 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.1052631579
Running  4475 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.1052631579
Running  4476 Iterations, The Training Error rate is  9.1  and the Test Error rate is  21.9736842105
Running  4477 Iterations, The Training Error rate is  9.1  and the Test Error rate is  21.9736842105
Running  4478 Iterations, The Training Error rate is  9.05  and the Test Error rate is  21.9736842105
Running  4479 Iterations, The Training Error rate is  9.05  and the Test Error rate is  21.9736842105
Running  4480 Iterations, The Training Error rate is  9.05  and the Test Error rate is  21.9736842105
Running  4481 Iterations, The Training Error rate is  9.05  and the Test Error rate is  21.9736842105
Running  4482 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.1052631579
Running  4483 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.1052631579
Running  4484 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.1052631579
Running  4485 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.1052631579
Running  4486 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.2368421053
Running  4487 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.2368421053
Running  4488 Iterations, The Training Error rate is  9.1  and the Test Error rate is  22.2368421053
Running  4489 Iterations, The Training Error rate is  9.1  and the Test Error rate is  22.2368421053
Running  4490 Iterations, The Training Error rate is  9.1  and the Test Error rate is  22.2368421053
Running  4491 Iterations, The Training Error rate is  9.1  and the Test Error rate is  22.2368421053
Running  4492 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.2368421053
Running  4493 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.2368421053
Running  4494 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.3684210526
Running  4495 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.3684210526
Running  4496 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.3684210526
Running  4497 Iterations, The Training Error rate is  9.1  and the Test Error rate is  22.3684210526
Running  4498 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.3684210526
Running  4499 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.3684210526
Running  4500 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.3684210526
Running  4501 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.3684210526
Running  4502 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.3684210526
Running  4503 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.3684210526
Running  4504 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.3684210526
Running  4505 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.3684210526
Running  4506 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.3684210526
Running  4507 Iterations, The Training Error rate is  8.95  and the Test Error rate is  22.3684210526
Running  4508 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.3684210526
Running  4509 Iterations, The Training Error rate is  8.95  and the Test Error rate is  22.3684210526
Running  4510 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.3684210526
Running  4511 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.3684210526
Running  4512 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.3684210526
Running  4513 Iterations, The Training Error rate is  9.1  and the Test Error rate is  22.3684210526
Running  4514 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.3684210526
Running  4515 Iterations, The Training Error rate is  9.1  and the Test Error rate is  22.3684210526
Running  4516 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.2368421053
Running  4517 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.2368421053
Running  4518 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.1052631579
Running  4519 Iterations, The Training Error rate is  9.0  and the Test Error rate is  22.1052631579
Running  4520 Iterations, The Training Error rate is  8.95  and the Test Error rate is  22.1052631579
Running  4521 Iterations, The Training Error rate is  8.9  and the Test Error rate is  22.1052631579
Running  4522 Iterations, The Training Error rate is  8.9  and the Test Error rate is  22.1052631579
Running  4523 Iterations, The Training Error rate is  8.85  and the Test Error rate is  22.1052631579
Running  4524 Iterations, The Training Error rate is  8.95  and the Test Error rate is  22.1052631579
Running  4525 Iterations, The Training Error rate is  8.95  and the Test Error rate is  22.1052631579
Running  4526 Iterations, The Training Error rate is  9.1  and the Test Error rate is  22.2368421053
Running  4527 Iterations, The Training Error rate is  9.15  and the Test Error rate is  22.2368421053
Running  4528 Iterations, The Training Error rate is  9.15  and the Test Error rate is  22.3684210526
Running  4529 Iterations, The Training Error rate is  9.2  and the Test Error rate is  22.3684210526
Running  4530 Iterations, The Training Error rate is  9.25  and the Test Error rate is  22.2368421053
Running  4531 Iterations, The Training Error rate is  9.3  and the Test Error rate is  22.2368421053
Running  4532 Iterations, The Training Error rate is  9.35  and the Test Error rate is  22.1052631579
Running  4533 Iterations, The Training Error rate is  9.35  and the Test Error rate is  22.1052631579
Running  4534 Iterations, The Training Error rate is  9.35  and the Test Error rate is  21.9736842105
Running  4535 Iterations, The Training Error rate is  9.35  and the Test Error rate is  21.9736842105
Running  4536 Iterations, The Training Error rate is  9.25  and the Test Error rate is  21.8421052632
Running  4537 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.8421052632
Running  4538 Iterations, The Training Error rate is  9.25  and the Test Error rate is  21.8421052632
Running  4539 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.8421052632
Running  4540 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.9736842105
Running  4541 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.9736842105
Running  4542 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.9736842105
Running  4543 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.9736842105
Running  4544 Iterations, The Training Error rate is  9.1  and the Test Error rate is  21.9736842105
Running  4545 Iterations, The Training Error rate is  9.05  and the Test Error rate is  21.9736842105
Running  4546 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.9736842105
Running  4547 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.9736842105
Running  4548 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.8421052632
Running  4549 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.8421052632
Running  4550 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.8421052632
Running  4551 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.8421052632
Running  4552 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.9736842105
Running  4553 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.9736842105
Running  4554 Iterations, The Training Error rate is  8.85  and the Test Error rate is  22.1052631579
Running  4555 Iterations, The Training Error rate is  8.85  and the Test Error rate is  22.1052631579
Running  4556 Iterations, The Training Error rate is  8.95  and the Test Error rate is  22.2368421053
Running  4557 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.2368421053
Running  4558 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.2368421053
Running  4559 Iterations, The Training Error rate is  9.1  and the Test Error rate is  22.2368421053
Running  4560 Iterations, The Training Error rate is  9.05  and the Test Error rate is  22.1052631579
Running  4561 Iterations, The Training Error rate is  9.1  and the Test Error rate is  22.1052631579
Running  4562 Iterations, The Training Error rate is  9.1  and the Test Error rate is  21.9736842105
Running  4563 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.9736842105
Running  4564 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.8421052632
Running  4565 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.8421052632
Running  4566 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.7105263158
Running  4567 Iterations, The Training Error rate is  9.1  and the Test Error rate is  21.7105263158
Running  4568 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.8421052632
Running  4569 Iterations, The Training Error rate is  9.1  and the Test Error rate is  21.8421052632
Running  4570 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.8421052632
Running  4571 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.8421052632
Running  4572 Iterations, The Training Error rate is  9.25  and the Test Error rate is  21.8421052632
Running  4573 Iterations, The Training Error rate is  9.25  and the Test Error rate is  21.8421052632
Running  4574 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.8421052632
Running  4575 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.8421052632
Running  4576 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.8421052632
Running  4577 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.8421052632
Running  4578 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.7105263158
Running  4579 Iterations, The Training Error rate is  9.05  and the Test Error rate is  21.7105263158
Running  4580 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.7105263158
Running  4581 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.7105263158
Running  4582 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.7105263158
Running  4583 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.7105263158
Running  4584 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.7105263158
Running  4585 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.7105263158
Running  4586 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.7105263158
Running  4587 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.7105263158
Running  4588 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.5789473684
Running  4589 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.5789473684
Running  4590 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.4473684211
Running  4591 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.4473684211
Running  4592 Iterations, The Training Error rate is  9.05  and the Test Error rate is  21.3157894737
Running  4593 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.3157894737
Running  4594 Iterations, The Training Error rate is  9.05  and the Test Error rate is  21.1842105263
Running  4595 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.1842105263
Running  4596 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.0526315789
Running  4597 Iterations, The Training Error rate is  9.05  and the Test Error rate is  21.0526315789
Running  4598 Iterations, The Training Error rate is  9.05  and the Test Error rate is  21.0526315789
Running  4599 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.0526315789
Running  4600 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.0526315789
Running  4601 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.0526315789
Running  4602 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.0526315789
Running  4603 Iterations, The Training Error rate is  8.65  and the Test Error rate is  21.0526315789
Running  4604 Iterations, The Training Error rate is  8.7  and the Test Error rate is  21.0526315789
Running  4605 Iterations, The Training Error rate is  8.6  and the Test Error rate is  21.0526315789
Running  4606 Iterations, The Training Error rate is  8.7  and the Test Error rate is  21.0526315789
Running  4607 Iterations, The Training Error rate is  8.6  and the Test Error rate is  21.0526315789
Running  4608 Iterations, The Training Error rate is  8.55  and the Test Error rate is  21.0526315789
Running  4609 Iterations, The Training Error rate is  8.5  and the Test Error rate is  21.0526315789
Running  4610 Iterations, The Training Error rate is  8.6  and the Test Error rate is  21.0526315789
Running  4611 Iterations, The Training Error rate is  8.65  and the Test Error rate is  21.0526315789
Running  4612 Iterations, The Training Error rate is  8.65  and the Test Error rate is  21.0526315789
Running  4613 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.0526315789
Running  4614 Iterations, The Training Error rate is  8.7  and the Test Error rate is  21.0526315789
Running  4615 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.0526315789
Running  4616 Iterations, The Training Error rate is  8.7  and the Test Error rate is  21.0526315789
Running  4617 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.0526315789
Running  4618 Iterations, The Training Error rate is  8.75  and the Test Error rate is  21.0526315789
Running  4619 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.0526315789
Running  4620 Iterations, The Training Error rate is  8.65  and the Test Error rate is  21.0526315789
Running  4621 Iterations, The Training Error rate is  8.65  and the Test Error rate is  21.0526315789
Running  4622 Iterations, The Training Error rate is  8.7  and the Test Error rate is  21.0526315789
Running  4623 Iterations, The Training Error rate is  8.65  and the Test Error rate is  21.0526315789
Running  4624 Iterations, The Training Error rate is  8.7  and the Test Error rate is  21.0526315789
Running  4625 Iterations, The Training Error rate is  8.65  and the Test Error rate is  21.0526315789
Running  4626 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.0526315789
Running  4627 Iterations, The Training Error rate is  8.85  and the Test Error rate is  21.0526315789
Running  4628 Iterations, The Training Error rate is  8.8  and the Test Error rate is  21.0526315789
Running  4629 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.0526315789
Running  4630 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.0526315789
Running  4631 Iterations, The Training Error rate is  8.95  and the Test Error rate is  21.0526315789
Running  4632 Iterations, The Training Error rate is  8.9  and the Test Error rate is  21.0526315789
Running  4633 Iterations, The Training Error rate is  9.05  and the Test Error rate is  21.0526315789
Running  4634 Iterations, The Training Error rate is  9.0  and the Test Error rate is  21.0526315789
Running  4635 Iterations, The Training Error rate is  9.15  and the Test Error rate is  21.0526315789
Running  4636 Iterations, The Training Error rate is  9.05  and the Test Error rate is  21.0526315789
Running  4637 Iterations, The Training Error rate is  9.1  and the Test Error rate is  21.0526315789
Running  4638 Iterations, The Training Error rate is  9.1  and the Test Error rate is  21.0526315789
Running  4639 Iterations, The Training Error rate is  9.1  and the Test Error rate is  21.0526315789
Running  4640 Iterations, The Training Error rate is  9.1  and the Test Error rate is  21.0526315789
Running  4641 Iterations, The Training Error rate is  9.2  and the Test Error rate is  21.0526315789
Running  4642 Iterations, The Training Error rate is  9.2  and the Test Error rate is  20.9210526316
Running  4643 Iterations, The Training Error rate is  9.15  and the Test Error rate is  20.9210526316
Running  4644 Iterations, The Training Error rate is  9.15  and the Test Error rate is  20.7894736842
Running  4645 Iterations, The Training Error rate is  9.2  and the Test Error rate is  20.7894736842
Running  4646 Iterations, The Training Error rate is  9.2  and the Test Error rate is  20.6578947368
Running  4647 Iterations, The Training Error rate is  9.25  and the Test Error rate is  20.6578947368
Running  4648 Iterations, The Training Error rate is  9.25  and the Test Error rate is  20.5263157895
Running  4649 Iterations, The Training Error rate is  9.35  and the Test Error rate is  20.5263157895
Running  4650 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.3947368421
Running  4651 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.3947368421
Running  4652 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.3947368421
Running  4653 Iterations, The Training Error rate is  9.45  and the Test Error rate is  20.3947368421
Running  4654 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.3947368421
Running  4655 Iterations, The Training Error rate is  9.45  and the Test Error rate is  20.3947368421
Running  4656 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.2631578947
Running  4657 Iterations, The Training Error rate is  9.5  and the Test Error rate is  20.2631578947
Running  4658 Iterations, The Training Error rate is  9.45  and the Test Error rate is  20.1315789474
Running  4659 Iterations, The Training Error rate is  9.5  and the Test Error rate is  20.1315789474
Running  4660 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.0
Running  4661 Iterations, The Training Error rate is  9.45  and the Test Error rate is  20.0
Running  4662 Iterations, The Training Error rate is  9.4  and the Test Error rate is  19.7368421053
Running  4663 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  4664 Iterations, The Training Error rate is  9.45  and the Test Error rate is  19.2105263158
Running  4665 Iterations, The Training Error rate is  9.45  and the Test Error rate is  19.2105263158
Running  4666 Iterations, The Training Error rate is  9.45  and the Test Error rate is  18.8157894737
Running  4667 Iterations, The Training Error rate is  9.4  and the Test Error rate is  18.8157894737
Running  4668 Iterations, The Training Error rate is  9.4  and the Test Error rate is  18.5526315789
Running  4669 Iterations, The Training Error rate is  9.4  and the Test Error rate is  18.5526315789
Running  4670 Iterations, The Training Error rate is  9.35  and the Test Error rate is  18.1578947368
Running  4671 Iterations, The Training Error rate is  9.35  and the Test Error rate is  18.1578947368
Running  4672 Iterations, The Training Error rate is  9.3  and the Test Error rate is  17.8947368421
Running  4673 Iterations, The Training Error rate is  9.3  and the Test Error rate is  17.8947368421
Running  4674 Iterations, The Training Error rate is  9.3  and the Test Error rate is  17.8947368421
Running  4675 Iterations, The Training Error rate is  9.3  and the Test Error rate is  17.8947368421
Running  4676 Iterations, The Training Error rate is  9.2  and the Test Error rate is  17.7631578947
Running  4677 Iterations, The Training Error rate is  9.25  and the Test Error rate is  17.7631578947
Running  4678 Iterations, The Training Error rate is  9.2  and the Test Error rate is  17.5
Running  4679 Iterations, The Training Error rate is  9.15  and the Test Error rate is  17.5
Running  4680 Iterations, The Training Error rate is  9.15  and the Test Error rate is  17.3684210526
Running  4681 Iterations, The Training Error rate is  9.2  and the Test Error rate is  17.3684210526
Running  4682 Iterations, The Training Error rate is  9.25  and the Test Error rate is  17.2368421053
Running  4683 Iterations, The Training Error rate is  9.2  and the Test Error rate is  17.2368421053
Running  4684 Iterations, The Training Error rate is  9.15  and the Test Error rate is  16.9736842105
Running  4685 Iterations, The Training Error rate is  9.15  and the Test Error rate is  16.9736842105
Running  4686 Iterations, The Training Error rate is  9.2  and the Test Error rate is  16.8421052632
Running  4687 Iterations, The Training Error rate is  9.15  and the Test Error rate is  16.8421052632
Running  4688 Iterations, The Training Error rate is  9.1  and the Test Error rate is  16.8421052632
Running  4689 Iterations, The Training Error rate is  9.1  and the Test Error rate is  16.8421052632
Running  4690 Iterations, The Training Error rate is  9.0  and the Test Error rate is  16.8421052632
Running  4691 Iterations, The Training Error rate is  9.0  and the Test Error rate is  16.8421052632
Running  4692 Iterations, The Training Error rate is  8.9  and the Test Error rate is  16.7105263158
Running  4693 Iterations, The Training Error rate is  8.95  and the Test Error rate is  16.7105263158
Running  4694 Iterations, The Training Error rate is  8.9  and the Test Error rate is  16.7105263158
Running  4695 Iterations, The Training Error rate is  8.9  and the Test Error rate is  16.7105263158
Running  4696 Iterations, The Training Error rate is  8.8  and the Test Error rate is  16.8421052632
Running  4697 Iterations, The Training Error rate is  8.8  and the Test Error rate is  16.8421052632
Running  4698 Iterations, The Training Error rate is  8.75  and the Test Error rate is  16.7105263158
Running  4699 Iterations, The Training Error rate is  8.75  and the Test Error rate is  16.7105263158
Running  4700 Iterations, The Training Error rate is  8.7  and the Test Error rate is  16.5789473684
Running  4701 Iterations, The Training Error rate is  8.75  and the Test Error rate is  16.5789473684
Running  4702 Iterations, The Training Error rate is  8.7  and the Test Error rate is  16.5789473684
Running  4703 Iterations, The Training Error rate is  8.7  and the Test Error rate is  16.5789473684
Running  4704 Iterations, The Training Error rate is  8.6  and the Test Error rate is  16.5789473684
Running  4705 Iterations, The Training Error rate is  8.6  and the Test Error rate is  16.5789473684
Running  4706 Iterations, The Training Error rate is  8.4  and the Test Error rate is  16.4473684211
Running  4707 Iterations, The Training Error rate is  8.4  and the Test Error rate is  16.4473684211
Running  4708 Iterations, The Training Error rate is  8.25  and the Test Error rate is  16.5789473684
Running  4709 Iterations, The Training Error rate is  8.3  and the Test Error rate is  16.5789473684
Running  4710 Iterations, The Training Error rate is  8.2  and the Test Error rate is  16.7105263158
Running  4711 Iterations, The Training Error rate is  8.15  and the Test Error rate is  16.7105263158
Running  4712 Iterations, The Training Error rate is  8.05  and the Test Error rate is  16.8421052632
Running  4713 Iterations, The Training Error rate is  8.05  and the Test Error rate is  16.8421052632
Running  4714 Iterations, The Training Error rate is  8.0  and the Test Error rate is  16.9736842105
Running  4715 Iterations, The Training Error rate is  7.95  and the Test Error rate is  16.9736842105
Running  4716 Iterations, The Training Error rate is  7.95  and the Test Error rate is  17.1052631579
Running  4717 Iterations, The Training Error rate is  7.95  and the Test Error rate is  17.1052631579
Running  4718 Iterations, The Training Error rate is  7.95  and the Test Error rate is  17.1052631579
Running  4719 Iterations, The Training Error rate is  7.95  and the Test Error rate is  17.1052631579
Running  4720 Iterations, The Training Error rate is  7.9  and the Test Error rate is  17.1052631579
Running  4721 Iterations, The Training Error rate is  7.9  and the Test Error rate is  17.1052631579
Running  4722 Iterations, The Training Error rate is  7.85  and the Test Error rate is  17.1052631579
Running  4723 Iterations, The Training Error rate is  7.85  and the Test Error rate is  17.1052631579
Running  4724 Iterations, The Training Error rate is  7.8  and the Test Error rate is  17.1052631579
Running  4725 Iterations, The Training Error rate is  7.85  and the Test Error rate is  17.1052631579
Running  4726 Iterations, The Training Error rate is  7.75  and the Test Error rate is  17.1052631579
Running  4727 Iterations, The Training Error rate is  7.8  and the Test Error rate is  17.1052631579
Running  4728 Iterations, The Training Error rate is  7.7  and the Test Error rate is  17.1052631579
Running  4729 Iterations, The Training Error rate is  7.7  and the Test Error rate is  17.1052631579
Running  4730 Iterations, The Training Error rate is  7.7  and the Test Error rate is  17.1052631579
Running  4731 Iterations, The Training Error rate is  7.65  and the Test Error rate is  17.1052631579
Running  4732 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.1052631579
Running  4733 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.1052631579
Running  4734 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.1052631579
Running  4735 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.1052631579
Running  4736 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.1052631579
Running  4737 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.1052631579
Running  4738 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.1052631579
Running  4739 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.1052631579
Running  4740 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  4741 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.1052631579
Running  4742 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.1052631579
Running  4743 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.1052631579
Running  4744 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.1052631579
Running  4745 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.1052631579
Running  4746 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.1052631579
Running  4747 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  4748 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.1052631579
Running  4749 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.1052631579
Running  4750 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.1052631579
Running  4751 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.1052631579
Running  4752 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.1052631579
Running  4753 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.1052631579
Running  4754 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.2368421053
Running  4755 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.2368421053
Running  4756 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.3684210526
Running  4757 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.3684210526
Running  4758 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.5
Running  4759 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.5
Running  4760 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.6315789474
Running  4761 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.6315789474
Running  4762 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.7631578947
Running  4763 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.7631578947
Running  4764 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  4765 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.7631578947
Running  4766 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  4767 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.7631578947
Running  4768 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.6315789474
Running  4769 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.6315789474
Running  4770 Iterations, The Training Error rate is  7.55  and the Test Error rate is  17.6315789474
Running  4771 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.6315789474
Running  4772 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.5
Running  4773 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.5
Running  4774 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.3684210526
Running  4775 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.3684210526
Running  4776 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.2368421053
Running  4777 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.2368421053
Running  4778 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.2368421053
Running  4779 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.2368421053
Running  4780 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.1052631579
Running  4781 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.1052631579
Running  4782 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.1052631579
Running  4783 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.1052631579
Running  4784 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.1052631579
Running  4785 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.1052631579
Running  4786 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.1052631579
Running  4787 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.1052631579
Running  4788 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.1052631579
Running  4789 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  4790 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  4791 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.1052631579
Running  4792 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.1052631579
Running  4793 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.1052631579
Running  4794 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.1052631579
Running  4795 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.1052631579
Running  4796 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.1052631579
Running  4797 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  4798 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.1052631579
Running  4799 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.1052631579
Running  4800 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  4801 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.1052631579
Running  4802 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.1052631579
Running  4803 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.1052631579
Running  4804 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.1052631579
Running  4805 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.1052631579
Running  4806 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.1052631579
Running  4807 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  4808 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.1052631579
Running  4809 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.1052631579
Running  4810 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  4811 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.1052631579
Running  4812 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.1052631579
Running  4813 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.1052631579
Running  4814 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.1052631579
Running  4815 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.1052631579
Running  4816 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.1052631579
Running  4817 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  4818 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.1052631579
Running  4819 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.1052631579
Running  4820 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.1052631579
Running  4821 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.1052631579
Running  4822 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.1052631579
Running  4823 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.1052631579
Running  4824 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.1052631579
Running  4825 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  4826 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.1052631579
Running  4827 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  4828 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  4829 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  4830 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  4831 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  4832 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  4833 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.1052631579
Running  4834 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.1052631579
Running  4835 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.1052631579
Running  4836 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.1052631579
Running  4837 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.1052631579
Running  4838 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.1052631579
Running  4839 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.1052631579
Running  4840 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.1052631579
Running  4841 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.1052631579
Running  4842 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.1052631579
Running  4843 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  4844 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  4845 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  4846 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  4847 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  4848 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.2368421053
Running  4849 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.2368421053
Running  4850 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.3684210526
Running  4851 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.3684210526
Running  4852 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.5
Running  4853 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.5
Running  4854 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.6315789474
Running  4855 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.6315789474
Running  4856 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  4857 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  4858 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.7631578947
Running  4859 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.7631578947
Running  4860 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.7631578947
Running  4861 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.7631578947
Running  4862 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.7631578947
Running  4863 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.7631578947
Running  4864 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.7631578947
Running  4865 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.7631578947
Running  4866 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.7631578947
Running  4867 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.7631578947
Running  4868 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.7631578947
Running  4869 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.7631578947
Running  4870 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  4871 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.7631578947
Running  4872 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.7631578947
Running  4873 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.7631578947
Running  4874 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.7631578947
Running  4875 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.7631578947
Running  4876 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.7631578947
Running  4877 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.7631578947
Running  4878 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.7631578947
Running  4879 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.7631578947
Running  4880 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  4881 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.7631578947
Running  4882 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  4883 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.7631578947
Running  4884 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.7631578947
Running  4885 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.7631578947
Running  4886 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.7631578947
Running  4887 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.7631578947
Running  4888 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.7631578947
Running  4889 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.7631578947
Running  4890 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.7631578947
Running  4891 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.7631578947
Running  4892 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.7631578947
Running  4893 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.7631578947
Running  4894 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.7631578947
Running  4895 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.7631578947
Running  4896 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.7631578947
Running  4897 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.7631578947
Running  4898 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.7631578947
Running  4899 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.7631578947
Running  4900 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.7631578947
Running  4901 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.7631578947
Running  4902 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  4903 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  4904 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.8947368421
Running  4905 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.8947368421
Running  4906 Iterations, The Training Error rate is  6.8  and the Test Error rate is  18.0263157895
Running  4907 Iterations, The Training Error rate is  6.8  and the Test Error rate is  18.0263157895
Running  4908 Iterations, The Training Error rate is  6.85  and the Test Error rate is  18.1578947368
Running  4909 Iterations, The Training Error rate is  6.85  and the Test Error rate is  18.1578947368
Running  4910 Iterations, The Training Error rate is  6.85  and the Test Error rate is  18.2894736842
Running  4911 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.2894736842
Running  4912 Iterations, The Training Error rate is  6.85  and the Test Error rate is  18.2894736842
Running  4913 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.2894736842
Running  4914 Iterations, The Training Error rate is  6.85  and the Test Error rate is  18.1578947368
Running  4915 Iterations, The Training Error rate is  6.85  and the Test Error rate is  18.1578947368
Running  4916 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.0263157895
Running  4917 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.0263157895
Running  4918 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.8947368421
Running  4919 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.8947368421
Running  4920 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.7631578947
Running  4921 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.7631578947
Running  4922 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.7631578947
Running  4923 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.7631578947
Running  4924 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.7631578947
Running  4925 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.7631578947
Running  4926 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.7631578947
Running  4927 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.7631578947
Running  4928 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.7631578947
Running  4929 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.7631578947
Running  4930 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.7631578947
Running  4931 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.7631578947
Running  4932 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.7631578947
Running  4933 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.7631578947
Running  4934 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.7631578947
Running  4935 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.7631578947
Running  4936 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.7631578947
Running  4937 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.7631578947
Running  4938 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  4939 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.7631578947
Running  4940 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.7631578947
Running  4941 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.7631578947
Running  4942 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  4943 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  4944 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  4945 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.7631578947
Running  4946 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  4947 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.7631578947
Running  4948 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  4949 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  4950 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.7631578947
Running  4951 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.7631578947
Running  4952 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.7631578947
Running  4953 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.7631578947
Running  4954 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.7631578947
Running  4955 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.7631578947
Running  4956 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.7631578947
Running  4957 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.7631578947
Running  4958 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.7631578947
Running  4959 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  4960 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.7631578947
Running  4961 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  4962 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  4963 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.7631578947
Running  4964 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.7631578947
Running  4965 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.7631578947
Running  4966 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.7631578947
Running  4967 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.7631578947
Running  4968 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.7631578947
Running  4969 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.7631578947
Running  4970 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.7631578947
Running  4971 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.7631578947
Running  4972 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.7631578947
Running  4973 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  4974 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  4975 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  4976 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  4977 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  4978 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.7631578947
Running  4979 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  4980 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  4981 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  4982 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  4983 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  4984 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  4985 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  4986 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  4987 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.7631578947
Running  4988 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.7631578947
Running  4989 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  4990 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  4991 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  4992 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  4993 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.7631578947
Running  4994 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  4995 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.7631578947
Running  4996 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.7631578947
Running  4997 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.7631578947
Running  4998 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.7631578947
Running  4999 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.7631578947
Running  5000 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  5001 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.7631578947
Running  5002 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.7631578947
Running  5003 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.7631578947
Running  5004 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  5005 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.7631578947
Running  5006 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  5007 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  5008 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.7631578947
Running  5009 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.7631578947
Running  5010 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.7631578947
Running  5011 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.7631578947
Running  5012 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.7631578947
Running  5013 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.7631578947
Running  5014 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.7631578947
Running  5015 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.7631578947
Running  5016 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.7631578947
Running  5017 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.7631578947
Running  5018 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.7631578947
Running  5019 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.7631578947
Running  5020 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.7631578947
Running  5021 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.7631578947
Running  5022 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.7631578947
Running  5023 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.7631578947
Running  5024 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.7631578947
Running  5025 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.7631578947
Running  5026 Iterations, The Training Error rate is  7.3  and the Test Error rate is  18.0263157895
Running  5027 Iterations, The Training Error rate is  7.1  and the Test Error rate is  18.0263157895
Running  5028 Iterations, The Training Error rate is  7.4  and the Test Error rate is  18.2894736842
Running  5029 Iterations, The Training Error rate is  7.25  and the Test Error rate is  18.2894736842
Running  5030 Iterations, The Training Error rate is  7.45  and the Test Error rate is  18.2894736842
Running  5031 Iterations, The Training Error rate is  7.35  and the Test Error rate is  18.2894736842
Running  5032 Iterations, The Training Error rate is  7.55  and the Test Error rate is  18.2894736842
Running  5033 Iterations, The Training Error rate is  7.4  and the Test Error rate is  18.2894736842
Running  5034 Iterations, The Training Error rate is  7.55  and the Test Error rate is  18.2894736842
Running  5035 Iterations, The Training Error rate is  7.45  and the Test Error rate is  18.2894736842
Running  5036 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.0263157895
Running  5037 Iterations, The Training Error rate is  7.45  and the Test Error rate is  18.0263157895
Running  5038 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  5039 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  5040 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.7631578947
Running  5041 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.7631578947
Running  5042 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.6315789474
Running  5043 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.6315789474
Running  5044 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.5
Running  5045 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.5
Running  5046 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.3684210526
Running  5047 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.3684210526
Running  5048 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.2368421053
Running  5049 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.2368421053
Running  5050 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.1052631579
Running  5051 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.1052631579
Running  5052 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.1052631579
Running  5053 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.1052631579
Running  5054 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.1052631579
Running  5055 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.1052631579
Running  5056 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.1052631579
Running  5057 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.1052631579
Running  5058 Iterations, The Training Error rate is  7.1  and the Test Error rate is  16.9736842105
Running  5059 Iterations, The Training Error rate is  7.1  and the Test Error rate is  16.9736842105
Running  5060 Iterations, The Training Error rate is  7.1  and the Test Error rate is  16.9736842105
Running  5061 Iterations, The Training Error rate is  7.1  and the Test Error rate is  16.9736842105
Running  5062 Iterations, The Training Error rate is  7.1  and the Test Error rate is  16.9736842105
Running  5063 Iterations, The Training Error rate is  7.1  and the Test Error rate is  16.9736842105
Running  5064 Iterations, The Training Error rate is  7.1  and the Test Error rate is  16.9736842105
Running  5065 Iterations, The Training Error rate is  7.1  and the Test Error rate is  16.9736842105
Running  5066 Iterations, The Training Error rate is  7.1  and the Test Error rate is  16.9736842105
Running  5067 Iterations, The Training Error rate is  7.1  and the Test Error rate is  16.9736842105
Running  5068 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.9736842105
Running  5069 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.9736842105
Running  5070 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.9736842105
Running  5071 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.9736842105
Running  5072 Iterations, The Training Error rate is  7.2  and the Test Error rate is  16.8421052632
Running  5073 Iterations, The Training Error rate is  7.2  and the Test Error rate is  16.8421052632
Running  5074 Iterations, The Training Error rate is  7.2  and the Test Error rate is  16.8421052632
Running  5075 Iterations, The Training Error rate is  7.2  and the Test Error rate is  16.8421052632
Running  5076 Iterations, The Training Error rate is  7.25  and the Test Error rate is  16.8421052632
Running  5077 Iterations, The Training Error rate is  7.25  and the Test Error rate is  16.8421052632
Running  5078 Iterations, The Training Error rate is  7.25  and the Test Error rate is  16.8421052632
Running  5079 Iterations, The Training Error rate is  7.25  and the Test Error rate is  16.8421052632
Running  5080 Iterations, The Training Error rate is  7.25  and the Test Error rate is  16.8421052632
Running  5081 Iterations, The Training Error rate is  7.25  and the Test Error rate is  16.8421052632
Running  5082 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.8421052632
Running  5083 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.8421052632
Running  5084 Iterations, The Training Error rate is  7.2  and the Test Error rate is  16.7105263158
Running  5085 Iterations, The Training Error rate is  7.2  and the Test Error rate is  16.7105263158
Running  5086 Iterations, The Training Error rate is  7.1  and the Test Error rate is  16.5789473684
Running  5087 Iterations, The Training Error rate is  7.1  and the Test Error rate is  16.5789473684
Running  5088 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.5789473684
Running  5089 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.5789473684
Running  5090 Iterations, The Training Error rate is  6.95  and the Test Error rate is  16.4473684211
Running  5091 Iterations, The Training Error rate is  6.95  and the Test Error rate is  16.4473684211
Running  5092 Iterations, The Training Error rate is  6.9  and the Test Error rate is  16.4473684211
Running  5093 Iterations, The Training Error rate is  6.9  and the Test Error rate is  16.4473684211
Running  5094 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.4473684211
Running  5095 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.4473684211
Running  5096 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.4473684211
Running  5097 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.4473684211
Running  5098 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.4473684211
Running  5099 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.4473684211
Running  5100 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.4473684211
Running  5101 Iterations, The Training Error rate is  6.9  and the Test Error rate is  16.4473684211
Running  5102 Iterations, The Training Error rate is  6.9  and the Test Error rate is  16.5789473684
Running  5103 Iterations, The Training Error rate is  6.9  and the Test Error rate is  16.5789473684
Running  5104 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.5789473684
Running  5105 Iterations, The Training Error rate is  6.9  and the Test Error rate is  16.5789473684
Running  5106 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.5789473684
Running  5107 Iterations, The Training Error rate is  6.9  and the Test Error rate is  16.5789473684
Running  5108 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.5789473684
Running  5109 Iterations, The Training Error rate is  6.9  and the Test Error rate is  16.5789473684
Running  5110 Iterations, The Training Error rate is  6.95  and the Test Error rate is  16.5789473684
Running  5111 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.5789473684
Running  5112 Iterations, The Training Error rate is  6.95  and the Test Error rate is  16.4473684211
Running  5113 Iterations, The Training Error rate is  7.1  and the Test Error rate is  16.4473684211
Running  5114 Iterations, The Training Error rate is  7.05  and the Test Error rate is  16.5789473684
Running  5115 Iterations, The Training Error rate is  7.1  and the Test Error rate is  16.5789473684
Running  5116 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.5789473684
Running  5117 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.5789473684
Running  5118 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.5789473684
Running  5119 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.5789473684
Running  5120 Iterations, The Training Error rate is  7.05  and the Test Error rate is  16.5789473684
Running  5121 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.5789473684
Running  5122 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.5789473684
Running  5123 Iterations, The Training Error rate is  6.9  and the Test Error rate is  16.5789473684
Running  5124 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.5789473684
Running  5125 Iterations, The Training Error rate is  6.8  and the Test Error rate is  16.5789473684
Running  5126 Iterations, The Training Error rate is  6.7  and the Test Error rate is  16.7105263158
Running  5127 Iterations, The Training Error rate is  6.65  and the Test Error rate is  16.7105263158
Running  5128 Iterations, The Training Error rate is  6.55  and the Test Error rate is  16.8421052632
Running  5129 Iterations, The Training Error rate is  6.6  and the Test Error rate is  16.8421052632
Running  5130 Iterations, The Training Error rate is  6.65  and the Test Error rate is  16.9736842105
Running  5131 Iterations, The Training Error rate is  6.65  and the Test Error rate is  16.9736842105
Running  5132 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.1052631579
Running  5133 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.1052631579
Running  5134 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  5135 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.1052631579
Running  5136 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.1052631579
Running  5137 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.1052631579
Running  5138 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.1052631579
Running  5139 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.1052631579
Running  5140 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.1052631579
Running  5141 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.1052631579
Running  5142 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.1052631579
Running  5143 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.1052631579
Running  5144 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.1052631579
Running  5145 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.1052631579
Running  5146 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.1052631579
Running  5147 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.1052631579
Running  5148 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.1052631579
Running  5149 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.1052631579
Running  5150 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.1052631579
Running  5151 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.1052631579
Running  5152 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.1052631579
Running  5153 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.1052631579
Running  5154 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.1052631579
Running  5155 Iterations, The Training Error rate is  7.55  and the Test Error rate is  17.1052631579
Running  5156 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.1052631579
Running  5157 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.1052631579
Running  5158 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.1052631579
Running  5159 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.1052631579
Running  5160 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.1052631579
Running  5161 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.1052631579
Running  5162 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.1052631579
Running  5163 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5164 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.1052631579
Running  5165 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.1052631579
Running  5166 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.2368421053
Running  5167 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.2368421053
Running  5168 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.2368421053
Running  5169 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.2368421053
Running  5170 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.2368421053
Running  5171 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.2368421053
Running  5172 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.3684210526
Running  5173 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.3684210526
Running  5174 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.3684210526
Running  5175 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.3684210526
Running  5176 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.2368421053
Running  5177 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.2368421053
Running  5178 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.2368421053
Running  5179 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.2368421053
Running  5180 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.2368421053
Running  5181 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.2368421053
Running  5182 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.1052631579
Running  5183 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.1052631579
Running  5184 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.1052631579
Running  5185 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.1052631579
Running  5186 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.1052631579
Running  5187 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.1052631579
Running  5188 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.1052631579
Running  5189 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.1052631579
Running  5190 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.1052631579
Running  5191 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.1052631579
Running  5192 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.1052631579
Running  5193 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.1052631579
Running  5194 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.1052631579
Running  5195 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.1052631579
Running  5196 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.1052631579
Running  5197 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.1052631579
Running  5198 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.1052631579
Running  5199 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.1052631579
Running  5200 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.1052631579
Running  5201 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.1052631579
Running  5202 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.1052631579
Running  5203 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.1052631579
Running  5204 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.1052631579
Running  5205 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.1052631579
Running  5206 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.2368421053
Running  5207 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.2368421053
Running  5208 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.3684210526
Running  5209 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.3684210526
Running  5210 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.3684210526
Running  5211 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.3684210526
Running  5212 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.5
Running  5213 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.5
Running  5214 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.6315789474
Running  5215 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.6315789474
Running  5216 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.6315789474
Running  5217 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.6315789474
Running  5218 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.6315789474
Running  5219 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.6315789474
Running  5220 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.7631578947
Running  5221 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.7631578947
Running  5222 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.7631578947
Running  5223 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.7631578947
Running  5224 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.6315789474
Running  5225 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.6315789474
Running  5226 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.6315789474
Running  5227 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.6315789474
Running  5228 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.6315789474
Running  5229 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.6315789474
Running  5230 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.6315789474
Running  5231 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.6315789474
Running  5232 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.6315789474
Running  5233 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.6315789474
Running  5234 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.6315789474
Running  5235 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.6315789474
Running  5236 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.6315789474
Running  5237 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.6315789474
Running  5238 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.5
Running  5239 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.5
Running  5240 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.3684210526
Running  5241 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.3684210526
Running  5242 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.2368421053
Running  5243 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.2368421053
Running  5244 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.2368421053
Running  5245 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.2368421053
Running  5246 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.2368421053
Running  5247 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.2368421053
Running  5248 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.3684210526
Running  5249 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.3684210526
Running  5250 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.5
Running  5251 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.5
Running  5252 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.5
Running  5253 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.5
Running  5254 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.6315789474
Running  5255 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.6315789474
Running  5256 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.5
Running  5257 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.5
Running  5258 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.5
Running  5259 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.5
Running  5260 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.5
Running  5261 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.5
Running  5262 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.6315789474
Running  5263 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.6315789474
Running  5264 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.6315789474
Running  5265 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.6315789474
Running  5266 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.6315789474
Running  5267 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.6315789474
Running  5268 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.5
Running  5269 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.5
Running  5270 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.3684210526
Running  5271 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.3684210526
Running  5272 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.2368421053
Running  5273 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.2368421053
Running  5274 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.1052631579
Running  5275 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.1052631579
Running  5276 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.2368421053
Running  5277 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.2368421053
Running  5278 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.2368421053
Running  5279 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.2368421053
Running  5280 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.3684210526
Running  5281 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.3684210526
Running  5282 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.5
Running  5283 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.5
Running  5284 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.6315789474
Running  5285 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.6315789474
Running  5286 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.5
Running  5287 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.5
Running  5288 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.5
Running  5289 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.5
Running  5290 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.3684210526
Running  5291 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.3684210526
Running  5292 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.3684210526
Running  5293 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.3684210526
Running  5294 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.3684210526
Running  5295 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.3684210526
Running  5296 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.3684210526
Running  5297 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.3684210526
Running  5298 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.3684210526
Running  5299 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.3684210526
Running  5300 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.5
Running  5301 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.5
Running  5302 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.5
Running  5303 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.5
Running  5304 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.5
Running  5305 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.5
Running  5306 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.6315789474
Running  5307 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.6315789474
Running  5308 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.7631578947
Running  5309 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.7631578947
Running  5310 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.7631578947
Running  5311 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.7631578947
Running  5312 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.7631578947
Running  5313 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.7631578947
Running  5314 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.7631578947
Running  5315 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.7631578947
Running  5316 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.7631578947
Running  5317 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.7631578947
Running  5318 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.7631578947
Running  5319 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.7631578947
Running  5320 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.6315789474
Running  5321 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.6315789474
Running  5322 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.5
Running  5323 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.5
Running  5324 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.5
Running  5325 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.5
Running  5326 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.5
Running  5327 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.5
Running  5328 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.5
Running  5329 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.5
Running  5330 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.6315789474
Running  5331 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.6315789474
Running  5332 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.7631578947
Running  5333 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.7631578947
Running  5334 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.7631578947
Running  5335 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.7631578947
Running  5336 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.7631578947
Running  5337 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.7631578947
Running  5338 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.7631578947
Running  5339 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.7631578947
Running  5340 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.7631578947
Running  5341 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.7631578947
Running  5342 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.7631578947
Running  5343 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.7631578947
Running  5344 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.6315789474
Running  5345 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.6315789474
Running  5346 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.6315789474
Running  5347 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.6315789474
Running  5348 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.5
Running  5349 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.5
Running  5350 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.3684210526
Running  5351 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.3684210526
Running  5352 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.3684210526
Running  5353 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.3684210526
Running  5354 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.5
Running  5355 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.5
Running  5356 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.5
Running  5357 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.5
Running  5358 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.6315789474
Running  5359 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.6315789474
Running  5360 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.7631578947
Running  5361 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.7631578947
Running  5362 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.7631578947
Running  5363 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.7631578947
Running  5364 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.7631578947
Running  5365 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.7631578947
Running  5366 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.7631578947
Running  5367 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.7631578947
Running  5368 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.7631578947
Running  5369 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.7631578947
Running  5370 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.7631578947
Running  5371 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.7631578947
Running  5372 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.7631578947
Running  5373 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.7631578947
Running  5374 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.7631578947
Running  5375 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.7631578947
Running  5376 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.7631578947
Running  5377 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.7631578947
Running  5378 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.7631578947
Running  5379 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.7631578947
Running  5380 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.7631578947
Running  5381 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.7631578947
Running  5382 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.7631578947
Running  5383 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.7631578947
Running  5384 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.7631578947
Running  5385 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.7631578947
Running  5386 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.7631578947
Running  5387 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.7631578947
Running  5388 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.7631578947
Running  5389 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.7631578947
Running  5390 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.7631578947
Running  5391 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.7631578947
Running  5392 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.7631578947
Running  5393 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.7631578947
Running  5394 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.7631578947
Running  5395 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.7631578947
Running  5396 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.7631578947
Running  5397 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.7631578947
Running  5398 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.7631578947
Running  5399 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.7631578947
Running  5400 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.7631578947
Running  5401 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.7631578947
Running  5402 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.7631578947
Running  5403 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.7631578947
Running  5404 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.7631578947
Running  5405 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.7631578947
Running  5406 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.7631578947
Running  5407 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.7631578947
Running  5408 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.7631578947
Running  5409 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.7631578947
Running  5410 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.6315789474
Running  5411 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.6315789474
Running  5412 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.6315789474
Running  5413 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.6315789474
Running  5414 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.6315789474
Running  5415 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.6315789474
Running  5416 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.6315789474
Running  5417 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.6315789474
Running  5418 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.6315789474
Running  5419 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.6315789474
Running  5420 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.7631578947
Running  5421 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.7631578947
Running  5422 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.7631578947
Running  5423 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.7631578947
Running  5424 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.7631578947
Running  5425 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.7631578947
Running  5426 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.7631578947
Running  5427 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.7631578947
Running  5428 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.7631578947
Running  5429 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.7631578947
Running  5430 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.7631578947
Running  5431 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  5432 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.7631578947
Running  5433 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.7631578947
Running  5434 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.7631578947
Running  5435 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.7631578947
Running  5436 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.7631578947
Running  5437 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  5438 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.7631578947
Running  5439 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.7631578947
Running  5440 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.7631578947
Running  5441 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.7631578947
Running  5442 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.7631578947
Running  5443 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.7631578947
Running  5444 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.7631578947
Running  5445 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.7631578947
Running  5446 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.7631578947
Running  5447 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.7631578947
Running  5448 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.7631578947
Running  5449 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.7631578947
Running  5450 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.7631578947
Running  5451 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.7631578947
Running  5452 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.7631578947
Running  5453 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.7631578947
Running  5454 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.7631578947
Running  5455 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.7631578947
Running  5456 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.7631578947
Running  5457 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.7631578947
Running  5458 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.7631578947
Running  5459 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.7631578947
Running  5460 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.7631578947
Running  5461 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.7631578947
Running  5462 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.7631578947
Running  5463 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.7631578947
Running  5464 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.8947368421
Running  5465 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.8947368421
Running  5466 Iterations, The Training Error rate is  6.75  and the Test Error rate is  18.0263157895
Running  5467 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.0263157895
Running  5468 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.0263157895
Running  5469 Iterations, The Training Error rate is  6.65  and the Test Error rate is  18.0263157895
Running  5470 Iterations, The Training Error rate is  6.75  and the Test Error rate is  18.0263157895
Running  5471 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.0263157895
Running  5472 Iterations, The Training Error rate is  6.75  and the Test Error rate is  18.0263157895
Running  5473 Iterations, The Training Error rate is  6.75  and the Test Error rate is  18.0263157895
Running  5474 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.8947368421
Running  5475 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.8947368421
Running  5476 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.8947368421
Running  5477 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.8947368421
Running  5478 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.8947368421
Running  5479 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.8947368421
Running  5480 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.8947368421
Running  5481 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.8947368421
Running  5482 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.8947368421
Running  5483 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.8947368421
Running  5484 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.8947368421
Running  5485 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.8947368421
Running  5486 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  5487 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.7631578947
Running  5488 Iterations, The Training Error rate is  6.85  and the Test Error rate is  17.6315789474
Running  5489 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.6315789474
Running  5490 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.6315789474
Running  5491 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.6315789474
Running  5492 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.6315789474
Running  5493 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.6315789474
Running  5494 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.6315789474
Running  5495 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.6315789474
Running  5496 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.7631578947
Running  5497 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.7631578947
Running  5498 Iterations, The Training Error rate is  6.8  and the Test Error rate is  17.8947368421
Running  5499 Iterations, The Training Error rate is  6.75  and the Test Error rate is  17.8947368421
Running  5500 Iterations, The Training Error rate is  6.7  and the Test Error rate is  17.8947368421
Running  5501 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.8947368421
Running  5502 Iterations, The Training Error rate is  6.75  and the Test Error rate is  18.0263157895
Running  5503 Iterations, The Training Error rate is  6.75  and the Test Error rate is  18.0263157895
Running  5504 Iterations, The Training Error rate is  6.75  and the Test Error rate is  18.0263157895
Running  5505 Iterations, The Training Error rate is  6.75  and the Test Error rate is  18.0263157895
Running  5506 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.0263157895
Running  5507 Iterations, The Training Error rate is  6.65  and the Test Error rate is  18.0263157895
Running  5508 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.0263157895
Running  5509 Iterations, The Training Error rate is  6.65  and the Test Error rate is  18.0263157895
Running  5510 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.0263157895
Running  5511 Iterations, The Training Error rate is  6.65  and the Test Error rate is  18.0263157895
Running  5512 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.8947368421
Running  5513 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.8947368421
Running  5514 Iterations, The Training Error rate is  6.65  and the Test Error rate is  18.1578947368
Running  5515 Iterations, The Training Error rate is  6.6  and the Test Error rate is  18.1578947368
Running  5516 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.2894736842
Running  5517 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.2894736842
Running  5518 Iterations, The Training Error rate is  6.8  and the Test Error rate is  18.4210526316
Running  5519 Iterations, The Training Error rate is  6.8  and the Test Error rate is  18.4210526316
Running  5520 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.5526315789
Running  5521 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.5526315789
Running  5522 Iterations, The Training Error rate is  7.05  and the Test Error rate is  18.6842105263
Running  5523 Iterations, The Training Error rate is  7.05  and the Test Error rate is  18.6842105263
Running  5524 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.5526315789
Running  5525 Iterations, The Training Error rate is  7.05  and the Test Error rate is  18.5526315789
Running  5526 Iterations, The Training Error rate is  6.95  and the Test Error rate is  18.2894736842
Running  5527 Iterations, The Training Error rate is  7.1  and the Test Error rate is  18.2894736842
Running  5528 Iterations, The Training Error rate is  6.95  and the Test Error rate is  18.1578947368
Running  5529 Iterations, The Training Error rate is  7.1  and the Test Error rate is  18.1578947368
Running  5530 Iterations, The Training Error rate is  6.95  and the Test Error rate is  18.0263157895
Running  5531 Iterations, The Training Error rate is  7.05  and the Test Error rate is  18.0263157895
Running  5532 Iterations, The Training Error rate is  6.9  and the Test Error rate is  17.8947368421
Running  5533 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.8947368421
Running  5534 Iterations, The Training Error rate is  6.95  and the Test Error rate is  17.8947368421
Running  5535 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.8947368421
Running  5536 Iterations, The Training Error rate is  6.95  and the Test Error rate is  18.1578947368
Running  5537 Iterations, The Training Error rate is  6.95  and the Test Error rate is  18.1578947368
Running  5538 Iterations, The Training Error rate is  6.95  and the Test Error rate is  18.2894736842
Running  5539 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.2894736842
Running  5540 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5541 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5542 Iterations, The Training Error rate is  7.05  and the Test Error rate is  18.5526315789
Running  5543 Iterations, The Training Error rate is  7.15  and the Test Error rate is  18.5526315789
Running  5544 Iterations, The Training Error rate is  6.95  and the Test Error rate is  18.4210526316
Running  5545 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5546 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5547 Iterations, The Training Error rate is  6.95  and the Test Error rate is  18.4210526316
Running  5548 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.5526315789
Running  5549 Iterations, The Training Error rate is  6.95  and the Test Error rate is  18.5526315789
Running  5550 Iterations, The Training Error rate is  6.95  and the Test Error rate is  18.6842105263
Running  5551 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.6842105263
Running  5552 Iterations, The Training Error rate is  6.95  and the Test Error rate is  18.8157894737
Running  5553 Iterations, The Training Error rate is  6.85  and the Test Error rate is  18.8157894737
Running  5554 Iterations, The Training Error rate is  6.95  and the Test Error rate is  19.0789473684
Running  5555 Iterations, The Training Error rate is  6.85  and the Test Error rate is  19.0789473684
Running  5556 Iterations, The Training Error rate is  6.9  and the Test Error rate is  19.2105263158
Running  5557 Iterations, The Training Error rate is  6.8  and the Test Error rate is  19.2105263158
Running  5558 Iterations, The Training Error rate is  6.75  and the Test Error rate is  19.2105263158
Running  5559 Iterations, The Training Error rate is  6.8  and the Test Error rate is  19.2105263158
Running  5560 Iterations, The Training Error rate is  6.65  and the Test Error rate is  19.0789473684
Running  5561 Iterations, The Training Error rate is  6.65  and the Test Error rate is  19.0789473684
Running  5562 Iterations, The Training Error rate is  6.75  and the Test Error rate is  19.2105263158
Running  5563 Iterations, The Training Error rate is  6.8  and the Test Error rate is  19.2105263158
Running  5564 Iterations, The Training Error rate is  6.85  and the Test Error rate is  19.3421052632
Running  5565 Iterations, The Training Error rate is  6.9  and the Test Error rate is  19.3421052632
Running  5566 Iterations, The Training Error rate is  6.8  and the Test Error rate is  18.9473684211
Running  5567 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.9473684211
Running  5568 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.9473684211
Running  5569 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.9473684211
Running  5570 Iterations, The Training Error rate is  7.1  and the Test Error rate is  19.2105263158
Running  5571 Iterations, The Training Error rate is  7.2  and the Test Error rate is  19.2105263158
Running  5572 Iterations, The Training Error rate is  7.05  and the Test Error rate is  19.0789473684
Running  5573 Iterations, The Training Error rate is  7.0  and the Test Error rate is  19.0789473684
Running  5574 Iterations, The Training Error rate is  6.85  and the Test Error rate is  18.9473684211
Running  5575 Iterations, The Training Error rate is  6.8  and the Test Error rate is  18.9473684211
Running  5576 Iterations, The Training Error rate is  7.05  and the Test Error rate is  19.3421052632
Running  5577 Iterations, The Training Error rate is  7.05  and the Test Error rate is  19.3421052632
Running  5578 Iterations, The Training Error rate is  7.0  and the Test Error rate is  19.2105263158
Running  5579 Iterations, The Training Error rate is  7.05  and the Test Error rate is  19.2105263158
Running  5580 Iterations, The Training Error rate is  7.0  and the Test Error rate is  19.0789473684
Running  5581 Iterations, The Training Error rate is  6.95  and the Test Error rate is  19.0789473684
Running  5582 Iterations, The Training Error rate is  6.85  and the Test Error rate is  19.0789473684
Running  5583 Iterations, The Training Error rate is  6.9  and the Test Error rate is  19.0789473684
Running  5584 Iterations, The Training Error rate is  7.0  and the Test Error rate is  19.0789473684
Running  5585 Iterations, The Training Error rate is  7.1  and the Test Error rate is  19.0789473684
Running  5586 Iterations, The Training Error rate is  6.85  and the Test Error rate is  18.8157894737
Running  5587 Iterations, The Training Error rate is  6.85  and the Test Error rate is  18.8157894737
Running  5588 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.9473684211
Running  5589 Iterations, The Training Error rate is  6.8  and the Test Error rate is  18.9473684211
Running  5590 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.9473684211
Running  5591 Iterations, The Training Error rate is  6.65  and the Test Error rate is  18.9473684211
Running  5592 Iterations, The Training Error rate is  6.65  and the Test Error rate is  18.8157894737
Running  5593 Iterations, The Training Error rate is  6.6  and the Test Error rate is  18.8157894737
Running  5594 Iterations, The Training Error rate is  6.75  and the Test Error rate is  18.9473684211
Running  5595 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.9473684211
Running  5596 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.9473684211
Running  5597 Iterations, The Training Error rate is  6.75  and the Test Error rate is  18.9473684211
Running  5598 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.9473684211
Running  5599 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.9473684211
Running  5600 Iterations, The Training Error rate is  6.85  and the Test Error rate is  18.8157894737
Running  5601 Iterations, The Training Error rate is  6.85  and the Test Error rate is  18.8157894737
Running  5602 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.8157894737
Running  5603 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.8157894737
Running  5604 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.5526315789
Running  5605 Iterations, The Training Error rate is  6.85  and the Test Error rate is  18.5526315789
Running  5606 Iterations, The Training Error rate is  6.95  and the Test Error rate is  18.5526315789
Running  5607 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.5526315789
Running  5608 Iterations, The Training Error rate is  6.9  and the Test Error rate is  18.4210526316
Running  5609 Iterations, The Training Error rate is  6.95  and the Test Error rate is  18.4210526316
Running  5610 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.4210526316
Running  5611 Iterations, The Training Error rate is  6.75  and the Test Error rate is  18.4210526316
Running  5612 Iterations, The Training Error rate is  6.55  and the Test Error rate is  18.4210526316
Running  5613 Iterations, The Training Error rate is  6.65  and the Test Error rate is  18.4210526316
Running  5614 Iterations, The Training Error rate is  6.45  and the Test Error rate is  18.4210526316
Running  5615 Iterations, The Training Error rate is  6.6  and the Test Error rate is  18.4210526316
Running  5616 Iterations, The Training Error rate is  6.45  and the Test Error rate is  18.4210526316
Running  5617 Iterations, The Training Error rate is  6.5  and the Test Error rate is  18.4210526316
Running  5618 Iterations, The Training Error rate is  6.45  and the Test Error rate is  18.2894736842
Running  5619 Iterations, The Training Error rate is  6.45  and the Test Error rate is  18.2894736842
Running  5620 Iterations, The Training Error rate is  6.6  and the Test Error rate is  18.4210526316
Running  5621 Iterations, The Training Error rate is  6.6  and the Test Error rate is  18.4210526316
Running  5622 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.5526315789
Running  5623 Iterations, The Training Error rate is  6.6  and the Test Error rate is  18.5526315789
Running  5624 Iterations, The Training Error rate is  6.7  and the Test Error rate is  18.6842105263
Running  5625 Iterations, The Training Error rate is  6.6  and the Test Error rate is  18.6842105263
Running  5626 Iterations, The Training Error rate is  6.6  and the Test Error rate is  18.6842105263
Running  5627 Iterations, The Training Error rate is  6.5  and the Test Error rate is  18.6842105263
Running  5628 Iterations, The Training Error rate is  6.65  and the Test Error rate is  18.9473684211
Running  5629 Iterations, The Training Error rate is  6.6  and the Test Error rate is  18.9473684211
Running  5630 Iterations, The Training Error rate is  6.55  and the Test Error rate is  18.9473684211
Running  5631 Iterations, The Training Error rate is  6.6  and the Test Error rate is  18.9473684211
Running  5632 Iterations, The Training Error rate is  6.55  and the Test Error rate is  18.8157894737
Running  5633 Iterations, The Training Error rate is  6.55  and the Test Error rate is  18.8157894737
Running  5634 Iterations, The Training Error rate is  6.5  and the Test Error rate is  18.6842105263
Running  5635 Iterations, The Training Error rate is  6.45  and the Test Error rate is  18.6842105263
Running  5636 Iterations, The Training Error rate is  6.5  and the Test Error rate is  18.8157894737
Running  5637 Iterations, The Training Error rate is  6.55  and the Test Error rate is  18.8157894737
Running  5638 Iterations, The Training Error rate is  6.35  and the Test Error rate is  18.6842105263
Running  5639 Iterations, The Training Error rate is  6.5  and the Test Error rate is  18.6842105263
Running  5640 Iterations, The Training Error rate is  6.4  and the Test Error rate is  18.5526315789
Running  5641 Iterations, The Training Error rate is  6.35  and the Test Error rate is  18.5526315789
Running  5642 Iterations, The Training Error rate is  6.3  and the Test Error rate is  18.6842105263
Running  5643 Iterations, The Training Error rate is  6.35  and the Test Error rate is  18.6842105263
Running  5644 Iterations, The Training Error rate is  6.2  and the Test Error rate is  18.6842105263
Running  5645 Iterations, The Training Error rate is  6.2  and the Test Error rate is  18.6842105263
Running  5646 Iterations, The Training Error rate is  6.2  and the Test Error rate is  18.4210526316
Running  5647 Iterations, The Training Error rate is  6.15  and the Test Error rate is  18.4210526316
Running  5648 Iterations, The Training Error rate is  6.2  and the Test Error rate is  18.2894736842
Running  5649 Iterations, The Training Error rate is  6.05  and the Test Error rate is  18.2894736842
Running  5650 Iterations, The Training Error rate is  6.2  and the Test Error rate is  18.1578947368
Running  5651 Iterations, The Training Error rate is  6.15  and the Test Error rate is  18.1578947368
Running  5652 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.8947368421
Running  5653 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.8947368421
Running  5654 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.7631578947
Running  5655 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.7631578947
Running  5656 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.7631578947
Running  5657 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.7631578947
Running  5658 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.8947368421
Running  5659 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.8947368421
Running  5660 Iterations, The Training Error rate is  6.35  and the Test Error rate is  18.0263157895
Running  5661 Iterations, The Training Error rate is  6.35  and the Test Error rate is  18.0263157895
Running  5662 Iterations, The Training Error rate is  6.25  and the Test Error rate is  18.1578947368
Running  5663 Iterations, The Training Error rate is  6.25  and the Test Error rate is  18.1578947368
Running  5664 Iterations, The Training Error rate is  6.3  and the Test Error rate is  18.1578947368
Running  5665 Iterations, The Training Error rate is  6.25  and the Test Error rate is  18.1578947368
Running  5666 Iterations, The Training Error rate is  6.15  and the Test Error rate is  18.1578947368
Running  5667 Iterations, The Training Error rate is  6.15  and the Test Error rate is  18.1578947368
Running  5668 Iterations, The Training Error rate is  6.05  and the Test Error rate is  18.0263157895
Running  5669 Iterations, The Training Error rate is  6.1  and the Test Error rate is  18.0263157895
Running  5670 Iterations, The Training Error rate is  6.15  and the Test Error rate is  18.0263157895
Running  5671 Iterations, The Training Error rate is  6.15  and the Test Error rate is  18.0263157895
Running  5672 Iterations, The Training Error rate is  6.15  and the Test Error rate is  18.0263157895
Running  5673 Iterations, The Training Error rate is  6.1  and the Test Error rate is  18.0263157895
Running  5674 Iterations, The Training Error rate is  6.1  and the Test Error rate is  18.0263157895
Running  5675 Iterations, The Training Error rate is  6.1  and the Test Error rate is  18.0263157895
Running  5676 Iterations, The Training Error rate is  6.15  and the Test Error rate is  18.0263157895
Running  5677 Iterations, The Training Error rate is  6.1  and the Test Error rate is  18.0263157895
Running  5678 Iterations, The Training Error rate is  6.25  and the Test Error rate is  18.1578947368
Running  5679 Iterations, The Training Error rate is  6.3  and the Test Error rate is  18.1578947368
Running  5680 Iterations, The Training Error rate is  6.2  and the Test Error rate is  18.1578947368
Running  5681 Iterations, The Training Error rate is  6.25  and the Test Error rate is  18.1578947368
Running  5682 Iterations, The Training Error rate is  6.3  and the Test Error rate is  18.0263157895
Running  5683 Iterations, The Training Error rate is  6.4  and the Test Error rate is  18.0263157895
Running  5684 Iterations, The Training Error rate is  6.35  and the Test Error rate is  18.0263157895
Running  5685 Iterations, The Training Error rate is  6.35  and the Test Error rate is  18.0263157895
Running  5686 Iterations, The Training Error rate is  6.35  and the Test Error rate is  18.1578947368
Running  5687 Iterations, The Training Error rate is  6.35  and the Test Error rate is  18.1578947368
Running  5688 Iterations, The Training Error rate is  6.45  and the Test Error rate is  18.1578947368
Running  5689 Iterations, The Training Error rate is  6.35  and the Test Error rate is  18.1578947368
Running  5690 Iterations, The Training Error rate is  6.6  and the Test Error rate is  18.0263157895
Running  5691 Iterations, The Training Error rate is  6.6  and the Test Error rate is  18.0263157895
Running  5692 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.8947368421
Running  5693 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.8947368421
Running  5694 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.7631578947
Running  5695 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.7631578947
Running  5696 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.6315789474
Running  5697 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.6315789474
Running  5698 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.5
Running  5699 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.5
Running  5700 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.3684210526
Running  5701 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.3684210526
Running  5702 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.5
Running  5703 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.5
Running  5704 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.6315789474
Running  5705 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.6315789474
Running  5706 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.5
Running  5707 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.5
Running  5708 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.5
Running  5709 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.5
Running  5710 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.6315789474
Running  5711 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.6315789474
Running  5712 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.6315789474
Running  5713 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.6315789474
Running  5714 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.5
Running  5715 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.5
Running  5716 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.5
Running  5717 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.5
Running  5718 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.5
Running  5719 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.5
Running  5720 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.5
Running  5721 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.5
Running  5722 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.5
Running  5723 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.5
Running  5724 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.6315789474
Running  5725 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.6315789474
Running  5726 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.7631578947
Running  5727 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.7631578947
Running  5728 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.6315789474
Running  5729 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.6315789474
Running  5730 Iterations, The Training Error rate is  6.6  and the Test Error rate is  17.5
Running  5731 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.5
Running  5732 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.3684210526
Running  5733 Iterations, The Training Error rate is  6.65  and the Test Error rate is  17.3684210526
Running  5734 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.2368421053
Running  5735 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.2368421053
Running  5736 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.1052631579
Running  5737 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.1052631579
Running  5738 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.2368421053
Running  5739 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.2368421053
Running  5740 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.3684210526
Running  5741 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.3684210526
Running  5742 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.5
Running  5743 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.5
Running  5744 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.5
Running  5745 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.5
Running  5746 Iterations, The Training Error rate is  5.95  and the Test Error rate is  17.6315789474
Running  5747 Iterations, The Training Error rate is  5.85  and the Test Error rate is  17.6315789474
Running  5748 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.6315789474
Running  5749 Iterations, The Training Error rate is  5.9  and the Test Error rate is  17.6315789474
Running  5750 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.6315789474
Running  5751 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.6315789474
Running  5752 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.5
Running  5753 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.5
Running  5754 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.5
Running  5755 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.5
Running  5756 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.3684210526
Running  5757 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.3684210526
Running  5758 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.2368421053
Running  5759 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.2368421053
Running  5760 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.1052631579
Running  5761 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.1052631579
Running  5762 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.2368421053
Running  5763 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.2368421053
Running  5764 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.5
Running  5765 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.5
Running  5766 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.7631578947
Running  5767 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.7631578947
Running  5768 Iterations, The Training Error rate is  6.25  and the Test Error rate is  18.0263157895
Running  5769 Iterations, The Training Error rate is  6.25  and the Test Error rate is  18.0263157895
Running  5770 Iterations, The Training Error rate is  6.2  and the Test Error rate is  18.0263157895
Running  5771 Iterations, The Training Error rate is  6.2  and the Test Error rate is  18.0263157895
Running  5772 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.8947368421
Running  5773 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.8947368421
Running  5774 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.6315789474
Running  5775 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.6315789474
Running  5776 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.6315789474
Running  5777 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.6315789474
Running  5778 Iterations, The Training Error rate is  5.8  and the Test Error rate is  17.6315789474
Running  5779 Iterations, The Training Error rate is  5.9  and the Test Error rate is  17.6315789474
Running  5780 Iterations, The Training Error rate is  5.95  and the Test Error rate is  17.8947368421
Running  5781 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.8947368421
Running  5782 Iterations, The Training Error rate is  6.0  and the Test Error rate is  18.1578947368
Running  5783 Iterations, The Training Error rate is  6.0  and the Test Error rate is  18.1578947368
Running  5784 Iterations, The Training Error rate is  6.05  and the Test Error rate is  18.4210526316
Running  5785 Iterations, The Training Error rate is  6.0  and the Test Error rate is  18.4210526316
Running  5786 Iterations, The Training Error rate is  6.3  and the Test Error rate is  18.2894736842
Running  5787 Iterations, The Training Error rate is  6.25  and the Test Error rate is  18.2894736842
Running  5788 Iterations, The Training Error rate is  6.45  and the Test Error rate is  18.1578947368
Running  5789 Iterations, The Training Error rate is  6.3  and the Test Error rate is  18.1578947368
Running  5790 Iterations, The Training Error rate is  6.4  and the Test Error rate is  18.0263157895
Running  5791 Iterations, The Training Error rate is  6.25  and the Test Error rate is  18.0263157895
Running  5792 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.7631578947
Running  5793 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.7631578947
Running  5794 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.7631578947
Running  5795 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.7631578947
Running  5796 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.6315789474
Running  5797 Iterations, The Training Error rate is  6.55  and the Test Error rate is  17.6315789474
Running  5798 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.7631578947
Running  5799 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.7631578947
Running  5800 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.8947368421
Running  5801 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.8947368421
Running  5802 Iterations, The Training Error rate is  6.2  and the Test Error rate is  18.1578947368
Running  5803 Iterations, The Training Error rate is  6.3  and the Test Error rate is  18.1578947368
Running  5804 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.8947368421
Running  5805 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.8947368421
Running  5806 Iterations, The Training Error rate is  6.1  and the Test Error rate is  18.0263157895
Running  5807 Iterations, The Training Error rate is  5.95  and the Test Error rate is  18.0263157895
Running  5808 Iterations, The Training Error rate is  6.0  and the Test Error rate is  18.0263157895
Running  5809 Iterations, The Training Error rate is  5.95  and the Test Error rate is  18.0263157895
Running  5810 Iterations, The Training Error rate is  5.85  and the Test Error rate is  18.0263157895
Running  5811 Iterations, The Training Error rate is  5.75  and the Test Error rate is  18.0263157895
Running  5812 Iterations, The Training Error rate is  5.9  and the Test Error rate is  17.8947368421
Running  5813 Iterations, The Training Error rate is  5.85  and the Test Error rate is  17.8947368421
Running  5814 Iterations, The Training Error rate is  5.85  and the Test Error rate is  18.1578947368
Running  5815 Iterations, The Training Error rate is  5.95  and the Test Error rate is  18.1578947368
Running  5816 Iterations, The Training Error rate is  5.95  and the Test Error rate is  18.2894736842
Running  5817 Iterations, The Training Error rate is  5.9  and the Test Error rate is  18.2894736842
Running  5818 Iterations, The Training Error rate is  6.1  and the Test Error rate is  18.1578947368
Running  5819 Iterations, The Training Error rate is  6.05  and the Test Error rate is  18.1578947368
Running  5820 Iterations, The Training Error rate is  6.3  and the Test Error rate is  18.0263157895
Running  5821 Iterations, The Training Error rate is  6.3  and the Test Error rate is  18.0263157895
Running  5822 Iterations, The Training Error rate is  6.3  and the Test Error rate is  18.0263157895
Running  5823 Iterations, The Training Error rate is  6.25  and the Test Error rate is  18.0263157895
Running  5824 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.8947368421
Running  5825 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.8947368421
Running  5826 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.8947368421
Running  5827 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.8947368421
Running  5828 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.8947368421
Running  5829 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.8947368421
Running  5830 Iterations, The Training Error rate is  6.15  and the Test Error rate is  18.0263157895
Running  5831 Iterations, The Training Error rate is  6.3  and the Test Error rate is  18.0263157895
Running  5832 Iterations, The Training Error rate is  6.05  and the Test Error rate is  18.0263157895
Running  5833 Iterations, The Training Error rate is  6.1  and the Test Error rate is  18.0263157895
Running  5834 Iterations, The Training Error rate is  6.2  and the Test Error rate is  18.0263157895
Running  5835 Iterations, The Training Error rate is  6.05  and the Test Error rate is  18.0263157895
Running  5836 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.8947368421
Running  5837 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.8947368421
Running  5838 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.8947368421
Running  5839 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.8947368421
Running  5840 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.7631578947
Running  5841 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.7631578947
Running  5842 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.7631578947
Running  5843 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.7631578947
Running  5844 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.8947368421
Running  5845 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.8947368421
Running  5846 Iterations, The Training Error rate is  5.95  and the Test Error rate is  17.8947368421
Running  5847 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.8947368421
Running  5848 Iterations, The Training Error rate is  6.0  and the Test Error rate is  18.0263157895
Running  5849 Iterations, The Training Error rate is  6.05  and the Test Error rate is  18.0263157895
Running  5850 Iterations, The Training Error rate is  6.1  and the Test Error rate is  18.1578947368
Running  5851 Iterations, The Training Error rate is  6.1  and the Test Error rate is  18.1578947368
Running  5852 Iterations, The Training Error rate is  6.05  and the Test Error rate is  18.2894736842
Running  5853 Iterations, The Training Error rate is  6.15  and the Test Error rate is  18.2894736842
Running  5854 Iterations, The Training Error rate is  6.15  and the Test Error rate is  18.2894736842
Running  5855 Iterations, The Training Error rate is  6.0  and the Test Error rate is  18.2894736842
Running  5856 Iterations, The Training Error rate is  6.25  and the Test Error rate is  18.4210526316
Running  5857 Iterations, The Training Error rate is  6.1  and the Test Error rate is  18.4210526316
Running  5858 Iterations, The Training Error rate is  6.3  and the Test Error rate is  18.2894736842
Running  5859 Iterations, The Training Error rate is  6.25  and the Test Error rate is  18.2894736842
Running  5860 Iterations, The Training Error rate is  6.1  and the Test Error rate is  18.1578947368
Running  5861 Iterations, The Training Error rate is  6.1  and the Test Error rate is  18.1578947368
Running  5862 Iterations, The Training Error rate is  6.1  and the Test Error rate is  18.0263157895
Running  5863 Iterations, The Training Error rate is  6.0  and the Test Error rate is  18.0263157895
Running  5864 Iterations, The Training Error rate is  5.95  and the Test Error rate is  18.0263157895
Running  5865 Iterations, The Training Error rate is  6.0  and the Test Error rate is  18.0263157895
Running  5866 Iterations, The Training Error rate is  5.8  and the Test Error rate is  17.8947368421
Running  5867 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.8947368421
Running  5868 Iterations, The Training Error rate is  5.75  and the Test Error rate is  17.8947368421
Running  5869 Iterations, The Training Error rate is  5.85  and the Test Error rate is  17.8947368421
Running  5870 Iterations, The Training Error rate is  5.75  and the Test Error rate is  17.8947368421
Running  5871 Iterations, The Training Error rate is  5.75  and the Test Error rate is  17.8947368421
Running  5872 Iterations, The Training Error rate is  5.7  and the Test Error rate is  17.8947368421
Running  5873 Iterations, The Training Error rate is  5.65  and the Test Error rate is  17.8947368421
Running  5874 Iterations, The Training Error rate is  5.7  and the Test Error rate is  17.7631578947
Running  5875 Iterations, The Training Error rate is  5.6  and the Test Error rate is  17.7631578947
Running  5876 Iterations, The Training Error rate is  5.8  and the Test Error rate is  17.6315789474
Running  5877 Iterations, The Training Error rate is  5.6  and the Test Error rate is  17.6315789474
Running  5878 Iterations, The Training Error rate is  5.8  and the Test Error rate is  17.5
Running  5879 Iterations, The Training Error rate is  5.65  and the Test Error rate is  17.5
Running  5880 Iterations, The Training Error rate is  5.85  and the Test Error rate is  17.3684210526
Running  5881 Iterations, The Training Error rate is  5.85  and the Test Error rate is  17.3684210526
Running  5882 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.3684210526
Running  5883 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.3684210526
Running  5884 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.3684210526
Running  5885 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.3684210526
Running  5886 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.5
Running  5887 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.5
Running  5888 Iterations, The Training Error rate is  5.8  and the Test Error rate is  17.6315789474
Running  5889 Iterations, The Training Error rate is  5.85  and the Test Error rate is  17.6315789474
Running  5890 Iterations, The Training Error rate is  5.6  and the Test Error rate is  17.8947368421
Running  5891 Iterations, The Training Error rate is  5.6  and the Test Error rate is  17.8947368421
Running  5892 Iterations, The Training Error rate is  5.45  and the Test Error rate is  17.8947368421
Running  5893 Iterations, The Training Error rate is  5.6  and the Test Error rate is  17.8947368421
Running  5894 Iterations, The Training Error rate is  5.55  and the Test Error rate is  17.8947368421
Running  5895 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.8947368421
Running  5896 Iterations, The Training Error rate is  5.45  and the Test Error rate is  17.8947368421
Running  5897 Iterations, The Training Error rate is  5.4  and the Test Error rate is  17.8947368421
Running  5898 Iterations, The Training Error rate is  5.7  and the Test Error rate is  17.8947368421
Running  5899 Iterations, The Training Error rate is  5.65  and the Test Error rate is  17.8947368421
Running  5900 Iterations, The Training Error rate is  5.95  and the Test Error rate is  17.6315789474
Running  5901 Iterations, The Training Error rate is  5.85  and the Test Error rate is  17.6315789474
Running  5902 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.5
Running  5903 Iterations, The Training Error rate is  5.85  and the Test Error rate is  17.5
Running  5904 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.3684210526
Running  5905 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.3684210526
Running  5906 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.2368421053
Running  5907 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.2368421053
Running  5908 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.3684210526
Running  5909 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.3684210526
Running  5910 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.5
Running  5911 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.5
Running  5912 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.6315789474
Running  5913 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.6315789474
Running  5914 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.6315789474
Running  5915 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.6315789474
Running  5916 Iterations, The Training Error rate is  5.85  and the Test Error rate is  17.8947368421
Running  5917 Iterations, The Training Error rate is  5.8  and the Test Error rate is  17.8947368421
Running  5918 Iterations, The Training Error rate is  5.75  and the Test Error rate is  17.7631578947
Running  5919 Iterations, The Training Error rate is  5.65  and the Test Error rate is  17.7631578947
Running  5920 Iterations, The Training Error rate is  5.6  and the Test Error rate is  17.6315789474
Running  5921 Iterations, The Training Error rate is  5.55  and the Test Error rate is  17.6315789474
Running  5922 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.6315789474
Running  5923 Iterations, The Training Error rate is  5.4  and the Test Error rate is  17.6315789474
Running  5924 Iterations, The Training Error rate is  5.6  and the Test Error rate is  17.6315789474
Running  5925 Iterations, The Training Error rate is  5.45  and the Test Error rate is  17.6315789474
Running  5926 Iterations, The Training Error rate is  5.75  and the Test Error rate is  17.3684210526
Running  5927 Iterations, The Training Error rate is  5.7  and the Test Error rate is  17.3684210526
Running  5928 Iterations, The Training Error rate is  5.75  and the Test Error rate is  17.3684210526
Running  5929 Iterations, The Training Error rate is  5.85  and the Test Error rate is  17.3684210526
Running  5930 Iterations, The Training Error rate is  5.8  and the Test Error rate is  17.5
Running  5931 Iterations, The Training Error rate is  5.75  and the Test Error rate is  17.5
Running  5932 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.3684210526
Running  5933 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.3684210526
Running  5934 Iterations, The Training Error rate is  5.95  and the Test Error rate is  17.3684210526
Running  5935 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.3684210526
Running  5936 Iterations, The Training Error rate is  5.9  and the Test Error rate is  17.3684210526
Running  5937 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.3684210526
Running  5938 Iterations, The Training Error rate is  5.95  and the Test Error rate is  17.2368421053
Running  5939 Iterations, The Training Error rate is  5.9  and the Test Error rate is  17.2368421053
Running  5940 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.1052631579
Running  5941 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.1052631579
Running  5942 Iterations, The Training Error rate is  5.9  and the Test Error rate is  17.1052631579
Running  5943 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5944 Iterations, The Training Error rate is  5.8  and the Test Error rate is  17.1052631579
Running  5945 Iterations, The Training Error rate is  5.9  and the Test Error rate is  17.1052631579
Running  5946 Iterations, The Training Error rate is  5.7  and the Test Error rate is  17.1052631579
Running  5947 Iterations, The Training Error rate is  5.6  and the Test Error rate is  17.1052631579
Running  5948 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  5949 Iterations, The Training Error rate is  5.45  and the Test Error rate is  17.1052631579
Running  5950 Iterations, The Training Error rate is  5.35  and the Test Error rate is  17.2368421053
Running  5951 Iterations, The Training Error rate is  5.3  and the Test Error rate is  17.2368421053
Running  5952 Iterations, The Training Error rate is  5.3  and the Test Error rate is  17.3684210526
Running  5953 Iterations, The Training Error rate is  5.2  and the Test Error rate is  17.3684210526
Running  5954 Iterations, The Training Error rate is  5.2  and the Test Error rate is  17.5
Running  5955 Iterations, The Training Error rate is  5.05  and the Test Error rate is  17.5
Running  5956 Iterations, The Training Error rate is  5.3  and the Test Error rate is  17.5
Running  5957 Iterations, The Training Error rate is  5.25  and the Test Error rate is  17.5
Running  5958 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.5
Running  5959 Iterations, The Training Error rate is  5.45  and the Test Error rate is  17.5
Running  5960 Iterations, The Training Error rate is  5.65  and the Test Error rate is  17.3684210526
Running  5961 Iterations, The Training Error rate is  5.7  and the Test Error rate is  17.3684210526
Running  5962 Iterations, The Training Error rate is  5.85  and the Test Error rate is  17.2368421053
Running  5963 Iterations, The Training Error rate is  5.95  and the Test Error rate is  17.2368421053
Running  5964 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5965 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.1052631579
Running  5966 Iterations, The Training Error rate is  5.95  and the Test Error rate is  17.1052631579
Running  5967 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.1052631579
Running  5968 Iterations, The Training Error rate is  5.75  and the Test Error rate is  17.1052631579
Running  5969 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5970 Iterations, The Training Error rate is  5.7  and the Test Error rate is  17.1052631579
Running  5971 Iterations, The Training Error rate is  5.75  and the Test Error rate is  17.1052631579
Running  5972 Iterations, The Training Error rate is  5.45  and the Test Error rate is  17.1052631579
Running  5973 Iterations, The Training Error rate is  5.55  and the Test Error rate is  17.1052631579
Running  5974 Iterations, The Training Error rate is  5.4  and the Test Error rate is  17.2368421053
Running  5975 Iterations, The Training Error rate is  5.4  and the Test Error rate is  17.2368421053
Running  5976 Iterations, The Training Error rate is  5.3  and the Test Error rate is  17.3684210526
Running  5977 Iterations, The Training Error rate is  5.3  and the Test Error rate is  17.3684210526
Running  5978 Iterations, The Training Error rate is  5.3  and the Test Error rate is  17.5
Running  5979 Iterations, The Training Error rate is  5.15  and the Test Error rate is  17.5
Running  5980 Iterations, The Training Error rate is  5.15  and the Test Error rate is  17.6315789474
Running  5981 Iterations, The Training Error rate is  5.1  and the Test Error rate is  17.6315789474
Running  5982 Iterations, The Training Error rate is  5.15  and the Test Error rate is  17.7631578947
Running  5983 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.7631578947
Running  5984 Iterations, The Training Error rate is  4.95  and the Test Error rate is  17.7631578947
Running  5985 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.7631578947
Running  5986 Iterations, The Training Error rate is  4.95  and the Test Error rate is  17.7631578947
Running  5987 Iterations, The Training Error rate is  4.95  and the Test Error rate is  17.7631578947
Running  5988 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.7631578947
Running  5989 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.7631578947
Running  5990 Iterations, The Training Error rate is  4.95  and the Test Error rate is  17.7631578947
Running  5991 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.7631578947
Running  5992 Iterations, The Training Error rate is  4.9  and the Test Error rate is  17.7631578947
Running  5993 Iterations, The Training Error rate is  8.15  and the Test Error rate is  20.3947368421
Running  5994 Iterations, The Training Error rate is  8.1  and the Test Error rate is  20.3947368421
Running  5995 Iterations, The Training Error rate is  11.2  and the Test Error rate is  22.8947368421
Running  5996 Iterations, The Training Error rate is  11.15  and the Test Error rate is  22.7631578947
Running  5997 Iterations, The Training Error rate is  14.25  and the Test Error rate is  25.2631578947
Running  5998 Iterations, The Training Error rate is  14.2  and the Test Error rate is  25.1315789474
Running  5999 Iterations, The Training Error rate is  14.4  and the Test Error rate is  25.1315789474
Running  6000 Iterations, The Training Error rate is  14.35  and the Test Error rate is  25.0
Running  6001 Iterations, The Training Error rate is  17.45  and the Test Error rate is  27.5
Running  6002 Iterations, The Training Error rate is  17.45  and the Test Error rate is  27.3684210526
Running  6003 Iterations, The Training Error rate is  17.3  and the Test Error rate is  27.2368421053
Running  6004 Iterations, The Training Error rate is  17.3  and the Test Error rate is  27.1052631579
Running  6005 Iterations, The Training Error rate is  14.3  and the Test Error rate is  24.6052631579
Running  6006 Iterations, The Training Error rate is  14.25  and the Test Error rate is  24.6052631579
Running  6007 Iterations, The Training Error rate is  14.15  and the Test Error rate is  24.6052631579
Running  6008 Iterations, The Training Error rate is  14.05  and the Test Error rate is  24.6052631579
Running  6009 Iterations, The Training Error rate is  16.85  and the Test Error rate is  27.1052631579
Running  6010 Iterations, The Training Error rate is  16.85  and the Test Error rate is  27.1052631579
Running  6011 Iterations, The Training Error rate is  13.9  and the Test Error rate is  24.6052631579
Running  6012 Iterations, The Training Error rate is  13.85  and the Test Error rate is  24.6052631579
Running  6013 Iterations, The Training Error rate is  13.8  and the Test Error rate is  24.6052631579
Running  6014 Iterations, The Training Error rate is  13.75  and the Test Error rate is  24.6052631579
Running  6015 Iterations, The Training Error rate is  16.55  and the Test Error rate is  27.1052631579
Running  6016 Iterations, The Training Error rate is  16.6  and the Test Error rate is  26.8421052632
Running  6017 Iterations, The Training Error rate is  13.75  and the Test Error rate is  24.3421052632
Running  6018 Iterations, The Training Error rate is  13.75  and the Test Error rate is  24.3421052632
Running  6019 Iterations, The Training Error rate is  13.75  and the Test Error rate is  24.0789473684
Running  6020 Iterations, The Training Error rate is  13.7  and the Test Error rate is  23.8157894737
Running  6021 Iterations, The Training Error rate is  16.5  and the Test Error rate is  26.1842105263
Running  6022 Iterations, The Training Error rate is  16.55  and the Test Error rate is  25.9210526316
Running  6023 Iterations, The Training Error rate is  13.75  and the Test Error rate is  23.4210526316
Running  6024 Iterations, The Training Error rate is  13.75  and the Test Error rate is  23.1578947368
Running  6025 Iterations, The Training Error rate is  13.75  and the Test Error rate is  22.8947368421
Running  6026 Iterations, The Training Error rate is  13.7  and the Test Error rate is  22.8947368421
Running  6027 Iterations, The Training Error rate is  16.4  and the Test Error rate is  25.2631578947
Running  6028 Iterations, The Training Error rate is  16.5  and the Test Error rate is  25.0
Running  6029 Iterations, The Training Error rate is  13.75  and the Test Error rate is  22.7631578947
Running  6030 Iterations, The Training Error rate is  13.75  and the Test Error rate is  22.8947368421
Running  6031 Iterations, The Training Error rate is  13.5  and the Test Error rate is  22.7631578947
Running  6032 Iterations, The Training Error rate is  13.45  and the Test Error rate is  22.8947368421
Running  6033 Iterations, The Training Error rate is  16.0  and the Test Error rate is  25.1315789474
Running  6034 Iterations, The Training Error rate is  16.05  and the Test Error rate is  25.2631578947
Running  6035 Iterations, The Training Error rate is  13.3  and the Test Error rate is  23.0263157895
Running  6036 Iterations, The Training Error rate is  13.3  and the Test Error rate is  23.2894736842
Running  6037 Iterations, The Training Error rate is  13.1  and the Test Error rate is  23.1578947368
Running  6038 Iterations, The Training Error rate is  13.0  and the Test Error rate is  23.4210526316
Running  6039 Iterations, The Training Error rate is  15.45  and the Test Error rate is  25.7894736842
Running  6040 Iterations, The Training Error rate is  15.55  and the Test Error rate is  25.9210526316
Running  6041 Iterations, The Training Error rate is  13.05  and the Test Error rate is  23.6842105263
Running  6042 Iterations, The Training Error rate is  13.1  and the Test Error rate is  23.8157894737
Running  6043 Iterations, The Training Error rate is  10.55  and the Test Error rate is  21.5789473684
Running  6044 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.7105263158
Running  6045 Iterations, The Training Error rate is  12.85  and the Test Error rate is  24.0789473684
Running  6046 Iterations, The Training Error rate is  12.9  and the Test Error rate is  24.0789473684
Running  6047 Iterations, The Training Error rate is  10.4  and the Test Error rate is  21.8421052632
Running  6048 Iterations, The Training Error rate is  10.4  and the Test Error rate is  21.8421052632
Running  6049 Iterations, The Training Error rate is  10.25  and the Test Error rate is  21.8421052632
Running  6050 Iterations, The Training Error rate is  10.3  and the Test Error rate is  21.8421052632
Running  6051 Iterations, The Training Error rate is  10.25  and the Test Error rate is  21.8421052632
Running  6052 Iterations, The Training Error rate is  10.25  and the Test Error rate is  21.8421052632
Running  6053 Iterations, The Training Error rate is  10.25  and the Test Error rate is  21.8421052632
Running  6054 Iterations, The Training Error rate is  10.25  and the Test Error rate is  21.8421052632
Running  6055 Iterations, The Training Error rate is  10.05  and the Test Error rate is  21.8421052632
Running  6056 Iterations, The Training Error rate is  10.05  and the Test Error rate is  21.8421052632
Running  6057 Iterations, The Training Error rate is  10.05  and the Test Error rate is  21.8421052632
Running  6058 Iterations, The Training Error rate is  10.1  and the Test Error rate is  21.8421052632
Running  6059 Iterations, The Training Error rate is  7.75  and the Test Error rate is  19.4736842105
Running  6060 Iterations, The Training Error rate is  7.65  and the Test Error rate is  19.3421052632
Running  6061 Iterations, The Training Error rate is  7.65  and the Test Error rate is  19.3421052632
Running  6062 Iterations, The Training Error rate is  7.65  and the Test Error rate is  19.2105263158
Running  6063 Iterations, The Training Error rate is  7.65  and the Test Error rate is  19.2105263158
Running  6064 Iterations, The Training Error rate is  7.75  and the Test Error rate is  19.0789473684
Running  6065 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.7105263158
Running  6066 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.5789473684
Running  6067 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.5789473684
Running  6068 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  6069 Iterations, The Training Error rate is  7.7  and the Test Error rate is  18.8157894737
Running  6070 Iterations, The Training Error rate is  7.75  and the Test Error rate is  18.8157894737
Running  6071 Iterations, The Training Error rate is  7.7  and the Test Error rate is  18.8157894737
Running  6072 Iterations, The Training Error rate is  7.7  and the Test Error rate is  18.8157894737
Running  6073 Iterations, The Training Error rate is  7.7  and the Test Error rate is  18.8157894737
Running  6074 Iterations, The Training Error rate is  7.6  and the Test Error rate is  18.8157894737
Running  6075 Iterations, The Training Error rate is  9.8  and the Test Error rate is  21.0526315789
Running  6076 Iterations, The Training Error rate is  9.9  and the Test Error rate is  21.0526315789
Running  6077 Iterations, The Training Error rate is  9.9  and the Test Error rate is  21.0526315789
Running  6078 Iterations, The Training Error rate is  9.95  and the Test Error rate is  21.0526315789
Running  6079 Iterations, The Training Error rate is  7.75  and the Test Error rate is  18.6842105263
Running  6080 Iterations, The Training Error rate is  7.65  and the Test Error rate is  18.6842105263
Running  6081 Iterations, The Training Error rate is  9.9  and the Test Error rate is  20.9210526316
Running  6082 Iterations, The Training Error rate is  9.9  and the Test Error rate is  20.9210526316
Running  6083 Iterations, The Training Error rate is  9.85  and the Test Error rate is  20.9210526316
Running  6084 Iterations, The Training Error rate is  9.95  and the Test Error rate is  20.9210526316
Running  6085 Iterations, The Training Error rate is  7.7  and the Test Error rate is  18.6842105263
Running  6086 Iterations, The Training Error rate is  7.6  and the Test Error rate is  18.6842105263
Running  6087 Iterations, The Training Error rate is  7.55  and the Test Error rate is  18.6842105263
Running  6088 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.6842105263
Running  6089 Iterations, The Training Error rate is  9.7  and the Test Error rate is  20.9210526316
Running  6090 Iterations, The Training Error rate is  9.75  and the Test Error rate is  20.9210526316
Running  6091 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.6842105263
Running  6092 Iterations, The Training Error rate is  7.55  and the Test Error rate is  18.6842105263
Running  6093 Iterations, The Training Error rate is  7.55  and the Test Error rate is  18.6842105263
Running  6094 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.6842105263
Running  6095 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.6842105263
Running  6096 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.6842105263
Running  6097 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.6842105263
Running  6098 Iterations, The Training Error rate is  7.6  and the Test Error rate is  18.5526315789
Running  6099 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.3157894737
Running  6100 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.1842105263
Running  6101 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.1842105263
Running  6102 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.0526315789
Running  6103 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.2894736842
Running  6104 Iterations, The Training Error rate is  7.6  and the Test Error rate is  18.1578947368
Running  6105 Iterations, The Training Error rate is  7.55  and the Test Error rate is  18.1578947368
Running  6106 Iterations, The Training Error rate is  7.6  and the Test Error rate is  18.0263157895
Running  6107 Iterations, The Training Error rate is  7.6  and the Test Error rate is  18.0263157895
Running  6108 Iterations, The Training Error rate is  7.55  and the Test Error rate is  18.0263157895
Running  6109 Iterations, The Training Error rate is  9.65  and the Test Error rate is  20.1315789474
Running  6110 Iterations, The Training Error rate is  9.65  and the Test Error rate is  20.2631578947
Running  6111 Iterations, The Training Error rate is  11.65  and the Test Error rate is  22.3684210526
Running  6112 Iterations, The Training Error rate is  11.75  and the Test Error rate is  22.5
Running  6113 Iterations, The Training Error rate is  9.55  and the Test Error rate is  20.2631578947
Running  6114 Iterations, The Training Error rate is  9.45  and the Test Error rate is  20.3947368421
Running  6115 Iterations, The Training Error rate is  11.45  and the Test Error rate is  22.5
Running  6116 Iterations, The Training Error rate is  11.45  and the Test Error rate is  22.6315789474
Running  6117 Iterations, The Training Error rate is  11.45  and the Test Error rate is  22.6315789474
Running  6118 Iterations, The Training Error rate is  11.5  and the Test Error rate is  22.7631578947
Running  6119 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.6578947368
Running  6120 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.6578947368
Running  6121 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.6578947368
Running  6122 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.6578947368
Running  6123 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.6578947368
Running  6124 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.6578947368
Running  6125 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.6578947368
Running  6126 Iterations, The Training Error rate is  9.45  and the Test Error rate is  20.6578947368
Running  6127 Iterations, The Training Error rate is  9.45  and the Test Error rate is  20.6578947368
Running  6128 Iterations, The Training Error rate is  9.45  and the Test Error rate is  20.6578947368
Running  6129 Iterations, The Training Error rate is  9.45  and the Test Error rate is  20.6578947368
Running  6130 Iterations, The Training Error rate is  9.45  and the Test Error rate is  20.6578947368
Running  6131 Iterations, The Training Error rate is  9.45  and the Test Error rate is  20.5263157895
Running  6132 Iterations, The Training Error rate is  9.55  and the Test Error rate is  20.5263157895
Running  6133 Iterations, The Training Error rate is  9.5  and the Test Error rate is  20.5263157895
Running  6134 Iterations, The Training Error rate is  9.55  and the Test Error rate is  20.5263157895
Running  6135 Iterations, The Training Error rate is  7.55  and the Test Error rate is  18.4210526316
Running  6136 Iterations, The Training Error rate is  7.45  and the Test Error rate is  18.4210526316
Running  6137 Iterations, The Training Error rate is  9.35  and the Test Error rate is  20.3947368421
Running  6138 Iterations, The Training Error rate is  9.35  and the Test Error rate is  20.3947368421
Running  6139 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.3947368421
Running  6140 Iterations, The Training Error rate is  9.4  and the Test Error rate is  20.3947368421
Running  6141 Iterations, The Training Error rate is  9.3  and the Test Error rate is  20.2631578947
Running  6142 Iterations, The Training Error rate is  9.2  and the Test Error rate is  20.2631578947
Running  6143 Iterations, The Training Error rate is  9.25  and the Test Error rate is  20.2631578947
Running  6144 Iterations, The Training Error rate is  9.2  and the Test Error rate is  20.1315789474
Running  6145 Iterations, The Training Error rate is  11.15  and the Test Error rate is  21.9736842105
Running  6146 Iterations, The Training Error rate is  11.2  and the Test Error rate is  21.8421052632
Running  6147 Iterations, The Training Error rate is  9.3  and the Test Error rate is  19.8684210526
Running  6148 Iterations, The Training Error rate is  9.25  and the Test Error rate is  19.7368421053
Running  6149 Iterations, The Training Error rate is  10.95  and the Test Error rate is  21.5789473684
Running  6150 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.4473684211
Running  6151 Iterations, The Training Error rate is  9.1  and the Test Error rate is  19.6052631579
Running  6152 Iterations, The Training Error rate is  9.05  and the Test Error rate is  19.4736842105
Running  6153 Iterations, The Training Error rate is  10.75  and the Test Error rate is  21.3157894737
Running  6154 Iterations, The Training Error rate is  10.8  and the Test Error rate is  21.3157894737
Running  6155 Iterations, The Training Error rate is  8.9  and the Test Error rate is  19.4736842105
Running  6156 Iterations, The Training Error rate is  8.85  and the Test Error rate is  19.4736842105
Running  6157 Iterations, The Training Error rate is  10.65  and the Test Error rate is  21.3157894737
Running  6158 Iterations, The Training Error rate is  10.7  and the Test Error rate is  21.3157894737
Running  6159 Iterations, The Training Error rate is  8.95  and the Test Error rate is  19.4736842105
Running  6160 Iterations, The Training Error rate is  8.95  and the Test Error rate is  19.4736842105
Running  6161 Iterations, The Training Error rate is  8.9  and the Test Error rate is  19.4736842105
Running  6162 Iterations, The Training Error rate is  8.9  and the Test Error rate is  19.4736842105
Running  6163 Iterations, The Training Error rate is  8.95  and the Test Error rate is  19.4736842105
Running  6164 Iterations, The Training Error rate is  8.95  and the Test Error rate is  19.4736842105
Running  6165 Iterations, The Training Error rate is  9.0  and the Test Error rate is  19.4736842105
Running  6166 Iterations, The Training Error rate is  9.0  and the Test Error rate is  19.4736842105
Running  6167 Iterations, The Training Error rate is  8.9  and the Test Error rate is  19.4736842105
Running  6168 Iterations, The Training Error rate is  8.85  and the Test Error rate is  19.4736842105
Running  6169 Iterations, The Training Error rate is  10.55  and the Test Error rate is  21.3157894737
Running  6170 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.3157894737
Running  6171 Iterations, The Training Error rate is  12.25  and the Test Error rate is  23.0263157895
Running  6172 Iterations, The Training Error rate is  12.3  and the Test Error rate is  23.0263157895
Running  6173 Iterations, The Training Error rate is  10.55  and the Test Error rate is  21.1842105263
Running  6174 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.1842105263
Running  6175 Iterations, The Training Error rate is  12.05  and the Test Error rate is  22.8947368421
Running  6176 Iterations, The Training Error rate is  12.05  and the Test Error rate is  22.8947368421
Running  6177 Iterations, The Training Error rate is  11.95  and the Test Error rate is  22.7631578947
Running  6178 Iterations, The Training Error rate is  12.05  and the Test Error rate is  22.7631578947
Running  6179 Iterations, The Training Error rate is  10.45  and the Test Error rate is  20.9210526316
Running  6180 Iterations, The Training Error rate is  10.5  and the Test Error rate is  20.9210526316
Running  6181 Iterations, The Training Error rate is  10.4  and the Test Error rate is  20.9210526316
Running  6182 Iterations, The Training Error rate is  10.45  and the Test Error rate is  20.9210526316
Running  6183 Iterations, The Training Error rate is  10.45  and the Test Error rate is  20.9210526316
Running  6184 Iterations, The Training Error rate is  10.5  and the Test Error rate is  20.9210526316
Running  6185 Iterations, The Training Error rate is  10.5  and the Test Error rate is  20.9210526316
Running  6186 Iterations, The Training Error rate is  10.6  and the Test Error rate is  20.9210526316
Running  6187 Iterations, The Training Error rate is  9.1  and the Test Error rate is  19.2105263158
Running  6188 Iterations, The Training Error rate is  9.05  and the Test Error rate is  19.2105263158
Running  6189 Iterations, The Training Error rate is  10.5  and the Test Error rate is  20.9210526316
Running  6190 Iterations, The Training Error rate is  10.55  and the Test Error rate is  20.9210526316
Running  6191 Iterations, The Training Error rate is  9.05  and the Test Error rate is  19.2105263158
Running  6192 Iterations, The Training Error rate is  9.0  and the Test Error rate is  19.2105263158
Running  6193 Iterations, The Training Error rate is  10.45  and the Test Error rate is  20.9210526316
Running  6194 Iterations, The Training Error rate is  10.5  and the Test Error rate is  20.9210526316
Running  6195 Iterations, The Training Error rate is  9.0  and the Test Error rate is  19.2105263158
Running  6196 Iterations, The Training Error rate is  8.95  and the Test Error rate is  19.2105263158
Running  6197 Iterations, The Training Error rate is  10.35  and the Test Error rate is  20.7894736842
Running  6198 Iterations, The Training Error rate is  10.4  and the Test Error rate is  20.7894736842
Running  6199 Iterations, The Training Error rate is  8.95  and the Test Error rate is  19.0789473684
Running  6200 Iterations, The Training Error rate is  8.9  and the Test Error rate is  19.0789473684
Running  6201 Iterations, The Training Error rate is  10.3  and the Test Error rate is  20.6578947368
Running  6202 Iterations, The Training Error rate is  10.35  and the Test Error rate is  20.6578947368
Running  6203 Iterations, The Training Error rate is  8.9  and the Test Error rate is  18.9473684211
Running  6204 Iterations, The Training Error rate is  8.85  and the Test Error rate is  18.9473684211
Running  6205 Iterations, The Training Error rate is  10.15  and the Test Error rate is  20.3947368421
Running  6206 Iterations, The Training Error rate is  10.15  and the Test Error rate is  20.3947368421
Running  6207 Iterations, The Training Error rate is  10.0  and the Test Error rate is  20.2631578947
Running  6208 Iterations, The Training Error rate is  9.95  and the Test Error rate is  20.2631578947
Running  6209 Iterations, The Training Error rate is  11.2  and the Test Error rate is  21.7105263158
Running  6210 Iterations, The Training Error rate is  11.2  and the Test Error rate is  21.7105263158
Running  6211 Iterations, The Training Error rate is  10.9  and the Test Error rate is  21.4473684211
Running  6212 Iterations, The Training Error rate is  10.9  and the Test Error rate is  21.4473684211
Running  6213 Iterations, The Training Error rate is  11.95  and the Test Error rate is  22.5
Running  6214 Iterations, The Training Error rate is  11.95  and the Test Error rate is  22.5
Running  6215 Iterations, The Training Error rate is  10.8  and the Test Error rate is  21.0526315789
Running  6216 Iterations, The Training Error rate is  10.8  and the Test Error rate is  21.0526315789
Running  6217 Iterations, The Training Error rate is  9.7  and the Test Error rate is  19.6052631579
Running  6218 Iterations, The Training Error rate is  9.7  and the Test Error rate is  19.6052631579
Running  6219 Iterations, The Training Error rate is  8.6  and the Test Error rate is  18.1578947368
Running  6220 Iterations, The Training Error rate is  8.6  and the Test Error rate is  18.1578947368
Running  6221 Iterations, The Training Error rate is  7.65  and the Test Error rate is  16.8421052632
Running  6222 Iterations, The Training Error rate is  7.6  and the Test Error rate is  16.8421052632
Running  6223 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6224 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6225 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6226 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6227 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6228 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6229 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6230 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6231 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6232 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6233 Iterations, The Training Error rate is  7.55  and the Test Error rate is  16.8421052632
Running  6234 Iterations, The Training Error rate is  7.55  and the Test Error rate is  16.8421052632
Running  6235 Iterations, The Training Error rate is  7.6  and the Test Error rate is  16.8421052632
Running  6236 Iterations, The Training Error rate is  7.55  and the Test Error rate is  16.8421052632
Running  6237 Iterations, The Training Error rate is  8.3  and the Test Error rate is  17.7631578947
Running  6238 Iterations, The Training Error rate is  8.25  and the Test Error rate is  17.7631578947
Running  6239 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.6842105263
Running  6240 Iterations, The Training Error rate is  8.95  and the Test Error rate is  18.6842105263
Running  6241 Iterations, The Training Error rate is  9.55  and the Test Error rate is  19.3421052632
Running  6242 Iterations, The Training Error rate is  9.45  and the Test Error rate is  19.3421052632
Running  6243 Iterations, The Training Error rate is  9.2  and the Test Error rate is  18.9473684211
Running  6244 Iterations, The Training Error rate is  9.15  and the Test Error rate is  19.0789473684
Running  6245 Iterations, The Training Error rate is  9.65  and the Test Error rate is  19.7368421053
Running  6246 Iterations, The Training Error rate is  9.65  and the Test Error rate is  19.8684210526
Running  6247 Iterations, The Training Error rate is  9.45  and the Test Error rate is  19.6052631579
Running  6248 Iterations, The Training Error rate is  9.45  and the Test Error rate is  19.7368421053
Running  6249 Iterations, The Training Error rate is  9.2  and the Test Error rate is  19.4736842105
Running  6250 Iterations, The Training Error rate is  9.2  and the Test Error rate is  19.6052631579
Running  6251 Iterations, The Training Error rate is  9.1  and the Test Error rate is  19.4736842105
Running  6252 Iterations, The Training Error rate is  9.1  and the Test Error rate is  19.6052631579
Running  6253 Iterations, The Training Error rate is  9.1  and the Test Error rate is  19.4736842105
Running  6254 Iterations, The Training Error rate is  9.1  and the Test Error rate is  19.4736842105
Running  6255 Iterations, The Training Error rate is  9.1  and the Test Error rate is  19.3421052632
Running  6256 Iterations, The Training Error rate is  9.1  and the Test Error rate is  19.3421052632
Running  6257 Iterations, The Training Error rate is  9.1  and the Test Error rate is  19.0789473684
Running  6258 Iterations, The Training Error rate is  9.1  and the Test Error rate is  19.0789473684
Running  6259 Iterations, The Training Error rate is  9.2  and the Test Error rate is  18.6842105263
Running  6260 Iterations, The Training Error rate is  9.2  and the Test Error rate is  18.6842105263
Running  6261 Iterations, The Training Error rate is  9.35  and the Test Error rate is  18.4210526316
Running  6262 Iterations, The Training Error rate is  9.35  and the Test Error rate is  18.4210526316
Running  6263 Iterations, The Training Error rate is  9.4  and the Test Error rate is  18.1578947368
Running  6264 Iterations, The Training Error rate is  9.4  and the Test Error rate is  18.1578947368
Running  6265 Iterations, The Training Error rate is  9.4  and the Test Error rate is  17.8947368421
Running  6266 Iterations, The Training Error rate is  9.4  and the Test Error rate is  17.8947368421
Running  6267 Iterations, The Training Error rate is  9.4  and the Test Error rate is  17.7631578947
Running  6268 Iterations, The Training Error rate is  9.4  and the Test Error rate is  17.7631578947
Running  6269 Iterations, The Training Error rate is  9.35  and the Test Error rate is  17.7631578947
Running  6270 Iterations, The Training Error rate is  9.35  and the Test Error rate is  17.7631578947
Running  6271 Iterations, The Training Error rate is  9.25  and the Test Error rate is  17.6315789474
Running  6272 Iterations, The Training Error rate is  9.25  and the Test Error rate is  17.6315789474
Running  6273 Iterations, The Training Error rate is  9.25  and the Test Error rate is  17.5
Running  6274 Iterations, The Training Error rate is  9.25  and the Test Error rate is  17.5
Running  6275 Iterations, The Training Error rate is  9.2  and the Test Error rate is  17.3684210526
Running  6276 Iterations, The Training Error rate is  9.2  and the Test Error rate is  17.3684210526
Running  6277 Iterations, The Training Error rate is  9.2  and the Test Error rate is  17.2368421053
Running  6278 Iterations, The Training Error rate is  9.2  and the Test Error rate is  17.2368421053
Running  6279 Iterations, The Training Error rate is  9.1  and the Test Error rate is  17.1052631579
Running  6280 Iterations, The Training Error rate is  9.15  and the Test Error rate is  17.1052631579
Running  6281 Iterations, The Training Error rate is  9.05  and the Test Error rate is  17.1052631579
Running  6282 Iterations, The Training Error rate is  9.05  and the Test Error rate is  17.1052631579
Running  6283 Iterations, The Training Error rate is  8.9  and the Test Error rate is  17.1052631579
Running  6284 Iterations, The Training Error rate is  8.9  and the Test Error rate is  17.1052631579
Running  6285 Iterations, The Training Error rate is  8.8  and the Test Error rate is  16.9736842105
Running  6286 Iterations, The Training Error rate is  8.8  and the Test Error rate is  16.9736842105
Running  6287 Iterations, The Training Error rate is  8.65  and the Test Error rate is  16.7105263158
Running  6288 Iterations, The Training Error rate is  8.65  and the Test Error rate is  16.7105263158
Running  6289 Iterations, The Training Error rate is  8.6  and the Test Error rate is  16.4473684211
Running  6290 Iterations, The Training Error rate is  8.55  and the Test Error rate is  16.4473684211
Running  6291 Iterations, The Training Error rate is  8.4  and the Test Error rate is  16.3157894737
Running  6292 Iterations, The Training Error rate is  8.4  and the Test Error rate is  16.4473684211
Running  6293 Iterations, The Training Error rate is  8.35  and the Test Error rate is  16.3157894737
Running  6294 Iterations, The Training Error rate is  8.3  and the Test Error rate is  16.4473684211
Running  6295 Iterations, The Training Error rate is  8.25  and the Test Error rate is  16.4473684211
Running  6296 Iterations, The Training Error rate is  8.25  and the Test Error rate is  16.5789473684
Running  6297 Iterations, The Training Error rate is  8.15  and the Test Error rate is  16.7105263158
Running  6298 Iterations, The Training Error rate is  8.1  and the Test Error rate is  16.8421052632
Running  6299 Iterations, The Training Error rate is  8.0  and the Test Error rate is  16.9736842105
Running  6300 Iterations, The Training Error rate is  8.05  and the Test Error rate is  17.1052631579
Running  6301 Iterations, The Training Error rate is  8.05  and the Test Error rate is  17.1052631579
Running  6302 Iterations, The Training Error rate is  8.05  and the Test Error rate is  17.1052631579
Running  6303 Iterations, The Training Error rate is  7.95  and the Test Error rate is  17.1052631579
Running  6304 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  6305 Iterations, The Training Error rate is  7.95  and the Test Error rate is  17.1052631579
Running  6306 Iterations, The Training Error rate is  7.9  and the Test Error rate is  17.1052631579
Running  6307 Iterations, The Training Error rate is  7.85  and the Test Error rate is  17.1052631579
Running  6308 Iterations, The Training Error rate is  7.95  and the Test Error rate is  17.1052631579
Running  6309 Iterations, The Training Error rate is  7.9  and the Test Error rate is  17.1052631579
Running  6310 Iterations, The Training Error rate is  7.9  and the Test Error rate is  17.1052631579
Running  6311 Iterations, The Training Error rate is  7.85  and the Test Error rate is  17.1052631579
Running  6312 Iterations, The Training Error rate is  7.85  and the Test Error rate is  17.1052631579
Running  6313 Iterations, The Training Error rate is  7.85  and the Test Error rate is  17.2368421053
Running  6314 Iterations, The Training Error rate is  7.85  and the Test Error rate is  17.2368421053
Running  6315 Iterations, The Training Error rate is  7.8  and the Test Error rate is  17.3684210526
Running  6316 Iterations, The Training Error rate is  7.8  and the Test Error rate is  17.3684210526
Running  6317 Iterations, The Training Error rate is  7.8  and the Test Error rate is  17.5
Running  6318 Iterations, The Training Error rate is  7.8  and the Test Error rate is  17.5
Running  6319 Iterations, The Training Error rate is  7.8  and the Test Error rate is  17.6315789474
Running  6320 Iterations, The Training Error rate is  7.8  and the Test Error rate is  17.6315789474
Running  6321 Iterations, The Training Error rate is  7.75  and the Test Error rate is  17.7631578947
Running  6322 Iterations, The Training Error rate is  7.75  and the Test Error rate is  17.7631578947
Running  6323 Iterations, The Training Error rate is  7.75  and the Test Error rate is  17.7631578947
Running  6324 Iterations, The Training Error rate is  7.75  and the Test Error rate is  17.7631578947
Running  6325 Iterations, The Training Error rate is  7.7  and the Test Error rate is  17.7631578947
Running  6326 Iterations, The Training Error rate is  7.7  and the Test Error rate is  17.7631578947
Running  6327 Iterations, The Training Error rate is  7.65  and the Test Error rate is  17.7631578947
Running  6328 Iterations, The Training Error rate is  7.65  and the Test Error rate is  17.7631578947
Running  6329 Iterations, The Training Error rate is  7.6  and the Test Error rate is  17.7631578947
Running  6330 Iterations, The Training Error rate is  7.6  and the Test Error rate is  17.7631578947
Running  6331 Iterations, The Training Error rate is  7.6  and the Test Error rate is  17.7631578947
Running  6332 Iterations, The Training Error rate is  7.55  and the Test Error rate is  17.7631578947
Running  6333 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.7631578947
Running  6334 Iterations, The Training Error rate is  7.55  and the Test Error rate is  17.7631578947
Running  6335 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.7631578947
Running  6336 Iterations, The Training Error rate is  7.55  and the Test Error rate is  17.7631578947
Running  6337 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.7631578947
Running  6338 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.7631578947
Running  6339 Iterations, The Training Error rate is  7.55  and the Test Error rate is  17.6315789474
Running  6340 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.6315789474
Running  6341 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.5
Running  6342 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.5
Running  6343 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.3684210526
Running  6344 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.3684210526
Running  6345 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.3684210526
Running  6346 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.3684210526
Running  6347 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.3684210526
Running  6348 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.3684210526
Running  6349 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.5
Running  6350 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.5
Running  6351 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.6315789474
Running  6352 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.6315789474
Running  6353 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  6354 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  6355 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  6356 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.7631578947
Running  6357 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  6358 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.7631578947
Running  6359 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  6360 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  6361 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  6362 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  6363 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.7631578947
Running  6364 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.7631578947
Running  6365 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.7631578947
Running  6366 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.7631578947
Running  6367 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.7631578947
Running  6368 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.7631578947
Running  6369 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.7631578947
Running  6370 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.7631578947
Running  6371 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.7631578947
Running  6372 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.7631578947
Running  6373 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.7631578947
Running  6374 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.7631578947
Running  6375 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.7631578947
Running  6376 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.7631578947
Running  6377 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.7631578947
Running  6378 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.7631578947
Running  6379 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.7631578947
Running  6380 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  6381 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.7631578947
Running  6382 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.7631578947
Running  6383 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.6315789474
Running  6384 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.6315789474
Running  6385 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.5
Running  6386 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.5
Running  6387 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.3684210526
Running  6388 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.3684210526
Running  6389 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.2368421053
Running  6390 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.2368421053
Running  6391 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.1052631579
Running  6392 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.1052631579
Running  6393 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.2368421053
Running  6394 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.2368421053
Running  6395 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.2368421053
Running  6396 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.1052631579
Running  6397 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.1052631579
Running  6398 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.9736842105
Running  6399 Iterations, The Training Error rate is  7.25  and the Test Error rate is  16.8421052632
Running  6400 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.7105263158
Running  6401 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.5789473684
Running  6402 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.4473684211
Running  6403 Iterations, The Training Error rate is  7.2  and the Test Error rate is  16.1842105263
Running  6404 Iterations, The Training Error rate is  7.2  and the Test Error rate is  16.0526315789
Running  6405 Iterations, The Training Error rate is  7.25  and the Test Error rate is  15.9210526316
Running  6406 Iterations, The Training Error rate is  7.25  and the Test Error rate is  15.9210526316
Running  6407 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  6408 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  6409 Iterations, The Training Error rate is  7.3  and the Test Error rate is  15.7894736842
Running  6410 Iterations, The Training Error rate is  7.3  and the Test Error rate is  15.7894736842
Running  6411 Iterations, The Training Error rate is  7.3  and the Test Error rate is  15.7894736842
Running  6412 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  6413 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  6414 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  6415 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  6416 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.7894736842
Running  6417 Iterations, The Training Error rate is  7.3  and the Test Error rate is  15.9210526316
Running  6418 Iterations, The Training Error rate is  7.3  and the Test Error rate is  15.9210526316
Running  6419 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.7894736842
Running  6420 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.7894736842
Running  6421 Iterations, The Training Error rate is  7.45  and the Test Error rate is  15.6578947368
Running  6422 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.6578947368
Running  6423 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.5263157895
Running  6424 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.5263157895
Running  6425 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.5263157895
Running  6426 Iterations, The Training Error rate is  7.35  and the Test Error rate is  15.5263157895
Running  6427 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.3947368421
Running  6428 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.3947368421
Running  6429 Iterations, The Training Error rate is  7.3  and the Test Error rate is  15.5263157895
Running  6430 Iterations, The Training Error rate is  7.25  and the Test Error rate is  15.5263157895
Running  6431 Iterations, The Training Error rate is  7.25  and the Test Error rate is  15.6578947368
Running  6432 Iterations, The Training Error rate is  7.3  and the Test Error rate is  15.6578947368
Running  6433 Iterations, The Training Error rate is  7.25  and the Test Error rate is  15.7894736842
Running  6434 Iterations, The Training Error rate is  7.25  and the Test Error rate is  15.7894736842
Running  6435 Iterations, The Training Error rate is  7.25  and the Test Error rate is  15.7894736842
Running  6436 Iterations, The Training Error rate is  7.25  and the Test Error rate is  15.7894736842
Running  6437 Iterations, The Training Error rate is  7.15  and the Test Error rate is  15.7894736842
Running  6438 Iterations, The Training Error rate is  7.2  and the Test Error rate is  15.7894736842
Running  6439 Iterations, The Training Error rate is  7.2  and the Test Error rate is  15.7894736842
Running  6440 Iterations, The Training Error rate is  7.3  and the Test Error rate is  15.7894736842
Running  6441 Iterations, The Training Error rate is  7.2  and the Test Error rate is  15.7894736842
Running  6442 Iterations, The Training Error rate is  7.2  and the Test Error rate is  15.7894736842
Running  6443 Iterations, The Training Error rate is  7.2  and the Test Error rate is  15.9210526316
Running  6444 Iterations, The Training Error rate is  7.15  and the Test Error rate is  15.9210526316
Running  6445 Iterations, The Training Error rate is  7.05  and the Test Error rate is  16.0526315789
Running  6446 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.0526315789
Running  6447 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.1842105263
Running  6448 Iterations, The Training Error rate is  7.1  and the Test Error rate is  16.1842105263
Running  6449 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.3157894737
Running  6450 Iterations, The Training Error rate is  6.9  and the Test Error rate is  16.3157894737
Running  6451 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.4473684211
Running  6452 Iterations, The Training Error rate is  6.9  and the Test Error rate is  16.4473684211
Running  6453 Iterations, The Training Error rate is  6.8  and the Test Error rate is  16.4473684211
Running  6454 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.4473684211
Running  6455 Iterations, The Training Error rate is  6.95  and the Test Error rate is  16.4473684211
Running  6456 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.4473684211
Running  6457 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.4473684211
Running  6458 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.4473684211
Running  6459 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.4473684211
Running  6460 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.4473684211
Running  6461 Iterations, The Training Error rate is  7.05  and the Test Error rate is  16.1842105263
Running  6462 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.1842105263
Running  6463 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.9210526316
Running  6464 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.9210526316
Running  6465 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.6578947368
Running  6466 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.6578947368
Running  6467 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.3947368421
Running  6468 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.3947368421
Running  6469 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.1315789474
Running  6470 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.1315789474
Running  6471 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.1315789474
Running  6472 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.1315789474
Running  6473 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.1315789474
Running  6474 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.1315789474
Running  6475 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.1315789474
Running  6476 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.1315789474
Running  6477 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.2631578947
Running  6478 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.2631578947
Running  6479 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.3947368421
Running  6480 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.3947368421
Running  6481 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.5263157895
Running  6482 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.5263157895
Running  6483 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.6578947368
Running  6484 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.6578947368
Running  6485 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6486 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6487 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6488 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6489 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6490 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6491 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6492 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6493 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6494 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6495 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6496 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.7894736842
Running  6497 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.7894736842
Running  6498 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.7894736842
Running  6499 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.7894736842
Running  6500 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.7894736842
Running  6501 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  6502 Iterations, The Training Error rate is  7.15  and the Test Error rate is  15.7894736842
Running  6503 Iterations, The Training Error rate is  7.1  and the Test Error rate is  15.7894736842
Running  6504 Iterations, The Training Error rate is  7.15  and the Test Error rate is  15.7894736842
Running  6505 Iterations, The Training Error rate is  7.1  and the Test Error rate is  15.7894736842
Running  6506 Iterations, The Training Error rate is  7.15  and the Test Error rate is  15.7894736842
Running  6507 Iterations, The Training Error rate is  7.1  and the Test Error rate is  15.7894736842
Running  6508 Iterations, The Training Error rate is  7.2  and the Test Error rate is  15.7894736842
Running  6509 Iterations, The Training Error rate is  7.1  and the Test Error rate is  15.7894736842
Running  6510 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.7894736842
Running  6511 Iterations, The Training Error rate is  7.1  and the Test Error rate is  15.7894736842
Running  6512 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  6513 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  6514 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.7894736842
Running  6515 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.7894736842
Running  6516 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6517 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6518 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6519 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6520 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6521 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6522 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6523 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6524 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6525 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6526 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6527 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.7894736842
Running  6528 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6529 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.6578947368
Running  6530 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.6578947368
Running  6531 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.5263157895
Running  6532 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.5263157895
Running  6533 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.3947368421
Running  6534 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.3947368421
Running  6535 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.2631578947
Running  6536 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.2631578947
Running  6537 Iterations, The Training Error rate is  7.1  and the Test Error rate is  15.1315789474
Running  6538 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.1315789474
Running  6539 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.1315789474
Running  6540 Iterations, The Training Error rate is  7.1  and the Test Error rate is  15.1315789474
Running  6541 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.1315789474
Running  6542 Iterations, The Training Error rate is  7.1  and the Test Error rate is  15.1315789474
Running  6543 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.1315789474
Running  6544 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.1315789474
Running  6545 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.2631578947
Running  6546 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.2631578947
Running  6547 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.3947368421
Running  6548 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.3947368421
Running  6549 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.5263157895
Running  6550 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.5263157895
Running  6551 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.6578947368
Running  6552 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.6578947368
Running  6553 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6554 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6555 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6556 Iterations, The Training Error rate is  6.7  and the Test Error rate is  15.7894736842
Running  6557 Iterations, The Training Error rate is  6.7  and the Test Error rate is  15.7894736842
Running  6558 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6559 Iterations, The Training Error rate is  6.7  and the Test Error rate is  15.7894736842
Running  6560 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6561 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6562 Iterations, The Training Error rate is  6.7  and the Test Error rate is  15.7894736842
Running  6563 Iterations, The Training Error rate is  6.7  and the Test Error rate is  15.7894736842
Running  6564 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6565 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6566 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6567 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6568 Iterations, The Training Error rate is  6.7  and the Test Error rate is  15.7894736842
Running  6569 Iterations, The Training Error rate is  6.7  and the Test Error rate is  15.7894736842
Running  6570 Iterations, The Training Error rate is  6.65  and the Test Error rate is  15.7894736842
Running  6571 Iterations, The Training Error rate is  6.65  and the Test Error rate is  15.7894736842
Running  6572 Iterations, The Training Error rate is  6.7  and the Test Error rate is  15.7894736842
Running  6573 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6574 Iterations, The Training Error rate is  6.65  and the Test Error rate is  15.7894736842
Running  6575 Iterations, The Training Error rate is  6.7  and the Test Error rate is  15.7894736842
Running  6576 Iterations, The Training Error rate is  6.65  and the Test Error rate is  15.7894736842
Running  6577 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6578 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6579 Iterations, The Training Error rate is  6.7  and the Test Error rate is  15.7894736842
Running  6580 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6581 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6582 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6583 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6584 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6585 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6586 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6587 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6588 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6589 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6590 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6591 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.6578947368
Running  6592 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.6578947368
Running  6593 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.5263157895
Running  6594 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.5263157895
Running  6595 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.3947368421
Running  6596 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.3947368421
Running  6597 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.2631578947
Running  6598 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.2631578947
Running  6599 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.1315789474
Running  6600 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.1315789474
Running  6601 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.1315789474
Running  6602 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.1315789474
Running  6603 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.1315789474
Running  6604 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.1315789474
Running  6605 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.1315789474
Running  6606 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.1315789474
Running  6607 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.1315789474
Running  6608 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.1315789474
Running  6609 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.1315789474
Running  6610 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.1315789474
Running  6611 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.2631578947
Running  6612 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.2631578947
Running  6613 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.3947368421
Running  6614 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.3947368421
Running  6615 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.5263157895
Running  6616 Iterations, The Training Error rate is  7.1  and the Test Error rate is  15.5263157895
Running  6617 Iterations, The Training Error rate is  7.1  and the Test Error rate is  15.6578947368
Running  6618 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.6578947368
Running  6619 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.7894736842
Running  6620 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.7894736842
Running  6621 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.7894736842
Running  6622 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.7894736842
Running  6623 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6624 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.7894736842
Running  6625 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.7894736842
Running  6626 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  6627 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6628 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  6629 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6630 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  6631 Iterations, The Training Error rate is  6.7  and the Test Error rate is  15.7894736842
Running  6632 Iterations, The Training Error rate is  6.65  and the Test Error rate is  15.7894736842
Running  6633 Iterations, The Training Error rate is  6.7  and the Test Error rate is  15.7894736842
Running  6634 Iterations, The Training Error rate is  6.6  and the Test Error rate is  15.7894736842
Running  6635 Iterations, The Training Error rate is  6.45  and the Test Error rate is  15.7894736842
Running  6636 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  6637 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  6638 Iterations, The Training Error rate is  6.55  and the Test Error rate is  15.7894736842
Running  6639 Iterations, The Training Error rate is  6.4  and the Test Error rate is  15.7894736842
Running  6640 Iterations, The Training Error rate is  6.55  and the Test Error rate is  15.7894736842
Running  6641 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  6642 Iterations, The Training Error rate is  6.6  and the Test Error rate is  15.7894736842
Running  6643 Iterations, The Training Error rate is  6.45  and the Test Error rate is  15.7894736842
Running  6644 Iterations, The Training Error rate is  6.6  and the Test Error rate is  15.7894736842
Running  6645 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  6646 Iterations, The Training Error rate is  6.55  and the Test Error rate is  15.7894736842
Running  6647 Iterations, The Training Error rate is  6.35  and the Test Error rate is  15.7894736842
Running  6648 Iterations, The Training Error rate is  6.4  and the Test Error rate is  15.7894736842
Running  6649 Iterations, The Training Error rate is  6.4  and the Test Error rate is  15.7894736842
Running  6650 Iterations, The Training Error rate is  6.35  and the Test Error rate is  15.7894736842
Running  6651 Iterations, The Training Error rate is  6.3  and the Test Error rate is  15.7894736842
Running  6652 Iterations, The Training Error rate is  6.3  and the Test Error rate is  15.7894736842
Running  6653 Iterations, The Training Error rate is  6.35  and the Test Error rate is  15.7894736842
Running  6654 Iterations, The Training Error rate is  6.35  and the Test Error rate is  15.7894736842
Running  6655 Iterations, The Training Error rate is  6.4  and the Test Error rate is  15.7894736842
Running  6656 Iterations, The Training Error rate is  6.35  and the Test Error rate is  15.7894736842
Running  6657 Iterations, The Training Error rate is  6.3  and the Test Error rate is  15.7894736842
Running  6658 Iterations, The Training Error rate is  6.3  and the Test Error rate is  15.7894736842
Running  6659 Iterations, The Training Error rate is  6.2  and the Test Error rate is  15.7894736842
Running  6660 Iterations, The Training Error rate is  6.2  and the Test Error rate is  15.7894736842
Running  6661 Iterations, The Training Error rate is  6.15  and the Test Error rate is  15.7894736842
Running  6662 Iterations, The Training Error rate is  6.1  and the Test Error rate is  15.7894736842
Running  6663 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  6664 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  6665 Iterations, The Training Error rate is  5.95  and the Test Error rate is  15.7894736842
Running  6666 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  6667 Iterations, The Training Error rate is  6.1  and the Test Error rate is  15.7894736842
Running  6668 Iterations, The Training Error rate is  6.05  and the Test Error rate is  15.7894736842
Running  6669 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.9210526316
Running  6670 Iterations, The Training Error rate is  6.05  and the Test Error rate is  15.9210526316
Running  6671 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.0526315789
Running  6672 Iterations, The Training Error rate is  6.1  and the Test Error rate is  16.0526315789
Running  6673 Iterations, The Training Error rate is  6.05  and the Test Error rate is  16.0526315789
Running  6674 Iterations, The Training Error rate is  6.05  and the Test Error rate is  16.0526315789
Running  6675 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.0526315789
Running  6676 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.0526315789
Running  6677 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.0526315789
Running  6678 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.0526315789
Running  6679 Iterations, The Training Error rate is  6.05  and the Test Error rate is  15.9210526316
Running  6680 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.9210526316
Running  6681 Iterations, The Training Error rate is  6.05  and the Test Error rate is  15.7894736842
Running  6682 Iterations, The Training Error rate is  6.05  and the Test Error rate is  15.7894736842
Running  6683 Iterations, The Training Error rate is  6.1  and the Test Error rate is  15.7894736842
Running  6684 Iterations, The Training Error rate is  6.1  and the Test Error rate is  15.7894736842
Running  6685 Iterations, The Training Error rate is  6.15  and the Test Error rate is  15.7894736842
Running  6686 Iterations, The Training Error rate is  6.15  and the Test Error rate is  15.7894736842
Running  6687 Iterations, The Training Error rate is  6.2  and the Test Error rate is  15.7894736842
Running  6688 Iterations, The Training Error rate is  6.15  and the Test Error rate is  15.7894736842
Running  6689 Iterations, The Training Error rate is  6.2  and the Test Error rate is  15.9210526316
Running  6690 Iterations, The Training Error rate is  6.15  and the Test Error rate is  15.9210526316
Running  6691 Iterations, The Training Error rate is  6.15  and the Test Error rate is  16.0526315789
Running  6692 Iterations, The Training Error rate is  6.2  and the Test Error rate is  16.0526315789
Running  6693 Iterations, The Training Error rate is  6.2  and the Test Error rate is  16.3157894737
Running  6694 Iterations, The Training Error rate is  6.35  and the Test Error rate is  16.3157894737
Running  6695 Iterations, The Training Error rate is  6.3  and the Test Error rate is  16.5789473684
Running  6696 Iterations, The Training Error rate is  6.4  and the Test Error rate is  16.5789473684
Running  6697 Iterations, The Training Error rate is  6.35  and the Test Error rate is  16.8421052632
Running  6698 Iterations, The Training Error rate is  6.45  and the Test Error rate is  16.8421052632
Running  6699 Iterations, The Training Error rate is  6.35  and the Test Error rate is  16.9736842105
Running  6700 Iterations, The Training Error rate is  6.45  and the Test Error rate is  16.9736842105
Running  6701 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.1052631579
Running  6702 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.1052631579
Running  6703 Iterations, The Training Error rate is  6.3  and the Test Error rate is  16.9736842105
Running  6704 Iterations, The Training Error rate is  6.2  and the Test Error rate is  16.9736842105
Running  6705 Iterations, The Training Error rate is  6.2  and the Test Error rate is  16.8421052632
Running  6706 Iterations, The Training Error rate is  6.15  and the Test Error rate is  16.8421052632
Running  6707 Iterations, The Training Error rate is  6.2  and the Test Error rate is  16.7105263158
Running  6708 Iterations, The Training Error rate is  6.15  and the Test Error rate is  16.7105263158
Running  6709 Iterations, The Training Error rate is  6.25  and the Test Error rate is  16.5789473684
Running  6710 Iterations, The Training Error rate is  6.25  and the Test Error rate is  16.5789473684
Running  6711 Iterations, The Training Error rate is  6.35  and the Test Error rate is  16.4473684211
Running  6712 Iterations, The Training Error rate is  6.35  and the Test Error rate is  16.4473684211
Running  6713 Iterations, The Training Error rate is  6.5  and the Test Error rate is  16.4473684211
Running  6714 Iterations, The Training Error rate is  6.5  and the Test Error rate is  16.4473684211
Running  6715 Iterations, The Training Error rate is  6.65  and the Test Error rate is  16.4473684211
Running  6716 Iterations, The Training Error rate is  6.6  and the Test Error rate is  16.4473684211
Running  6717 Iterations, The Training Error rate is  6.65  and the Test Error rate is  16.4473684211
Running  6718 Iterations, The Training Error rate is  6.6  and the Test Error rate is  16.4473684211
Running  6719 Iterations, The Training Error rate is  6.65  and the Test Error rate is  16.4473684211
Running  6720 Iterations, The Training Error rate is  6.6  and the Test Error rate is  16.4473684211
Running  6721 Iterations, The Training Error rate is  6.7  and the Test Error rate is  16.5789473684
Running  6722 Iterations, The Training Error rate is  6.65  and the Test Error rate is  16.5789473684
Running  6723 Iterations, The Training Error rate is  6.65  and the Test Error rate is  16.7105263158
Running  6724 Iterations, The Training Error rate is  6.55  and the Test Error rate is  16.7105263158
Running  6725 Iterations, The Training Error rate is  6.5  and the Test Error rate is  16.9736842105
Running  6726 Iterations, The Training Error rate is  6.45  and the Test Error rate is  16.9736842105
Running  6727 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.1052631579
Running  6728 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.1052631579
Running  6729 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.1052631579
Running  6730 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.1052631579
Running  6731 Iterations, The Training Error rate is  6.2  and the Test Error rate is  16.9736842105
Running  6732 Iterations, The Training Error rate is  6.2  and the Test Error rate is  16.9736842105
Running  6733 Iterations, The Training Error rate is  6.15  and the Test Error rate is  16.7105263158
Running  6734 Iterations, The Training Error rate is  6.15  and the Test Error rate is  16.7105263158
Running  6735 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.4473684211
Running  6736 Iterations, The Training Error rate is  6.1  and the Test Error rate is  16.4473684211
Running  6737 Iterations, The Training Error rate is  6.15  and the Test Error rate is  16.3157894737
Running  6738 Iterations, The Training Error rate is  6.05  and the Test Error rate is  16.3157894737
Running  6739 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.3157894737
Running  6740 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.3157894737
Running  6741 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.3157894737
Running  6742 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.3157894737
Running  6743 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.4473684211
Running  6744 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  6745 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.4473684211
Running  6746 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  6747 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  6748 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  6749 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.5789473684
Running  6750 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.5789473684
Running  6751 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.5789473684
Running  6752 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.5789473684
Running  6753 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.5789473684
Running  6754 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.5789473684
Running  6755 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.7105263158
Running  6756 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.7105263158
Running  6757 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.7105263158
Running  6758 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.7105263158
Running  6759 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.7105263158
Running  6760 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.7105263158
Running  6761 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.8421052632
Running  6762 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.8421052632
Running  6763 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.9736842105
Running  6764 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.9736842105
Running  6765 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.9736842105
Running  6766 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.9736842105
Running  6767 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6768 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6769 Iterations, The Training Error rate is  5.55  and the Test Error rate is  17.1052631579
Running  6770 Iterations, The Training Error rate is  5.55  and the Test Error rate is  17.1052631579
Running  6771 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.9736842105
Running  6772 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.9736842105
Running  6773 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.8421052632
Running  6774 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.8421052632
Running  6775 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.7105263158
Running  6776 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.7105263158
Running  6777 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.5789473684
Running  6778 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.5789473684
Running  6779 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.4473684211
Running  6780 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.4473684211
Running  6781 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  6782 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  6783 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  6784 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  6785 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  6786 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  6787 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.5789473684
Running  6788 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.5789473684
Running  6789 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.5789473684
Running  6790 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.5789473684
Running  6791 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.7105263158
Running  6792 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.7105263158
Running  6793 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.8421052632
Running  6794 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.8421052632
Running  6795 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.9736842105
Running  6796 Iterations, The Training Error rate is  6.05  and the Test Error rate is  16.9736842105
Running  6797 Iterations, The Training Error rate is  6.15  and the Test Error rate is  16.9736842105
Running  6798 Iterations, The Training Error rate is  6.15  and the Test Error rate is  16.9736842105
Running  6799 Iterations, The Training Error rate is  6.4  and the Test Error rate is  16.9736842105
Running  6800 Iterations, The Training Error rate is  6.4  and the Test Error rate is  16.9736842105
Running  6801 Iterations, The Training Error rate is  6.4  and the Test Error rate is  16.8421052632
Running  6802 Iterations, The Training Error rate is  6.4  and the Test Error rate is  16.8421052632
Running  6803 Iterations, The Training Error rate is  6.35  and the Test Error rate is  16.7105263158
Running  6804 Iterations, The Training Error rate is  6.35  and the Test Error rate is  16.7105263158
Running  6805 Iterations, The Training Error rate is  6.3  and the Test Error rate is  16.5789473684
Running  6806 Iterations, The Training Error rate is  6.2  and the Test Error rate is  16.5789473684
Running  6807 Iterations, The Training Error rate is  6.2  and the Test Error rate is  16.4473684211
Running  6808 Iterations, The Training Error rate is  6.15  and the Test Error rate is  16.4473684211
Running  6809 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.4473684211
Running  6810 Iterations, The Training Error rate is  6.05  and the Test Error rate is  16.4473684211
Running  6811 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.4473684211
Running  6812 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.4473684211
Running  6813 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.4473684211
Running  6814 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.4473684211
Running  6815 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.5789473684
Running  6816 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.5789473684
Running  6817 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.7105263158
Running  6818 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.7105263158
Running  6819 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.8421052632
Running  6820 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.8421052632
Running  6821 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.9736842105
Running  6822 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.9736842105
Running  6823 Iterations, The Training Error rate is  5.75  and the Test Error rate is  17.1052631579
Running  6824 Iterations, The Training Error rate is  5.75  and the Test Error rate is  17.1052631579
Running  6825 Iterations, The Training Error rate is  5.7  and the Test Error rate is  17.1052631579
Running  6826 Iterations, The Training Error rate is  5.65  and the Test Error rate is  17.1052631579
Running  6827 Iterations, The Training Error rate is  5.7  and the Test Error rate is  17.1052631579
Running  6828 Iterations, The Training Error rate is  5.55  and the Test Error rate is  17.1052631579
Running  6829 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6830 Iterations, The Training Error rate is  5.45  and the Test Error rate is  17.1052631579
Running  6831 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.9736842105
Running  6832 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.9736842105
Running  6833 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.8421052632
Running  6834 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.8421052632
Running  6835 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.7105263158
Running  6836 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.7105263158
Running  6837 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.5789473684
Running  6838 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.5789473684
Running  6839 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.4473684211
Running  6840 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  6841 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  6842 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  6843 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  6844 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  6845 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  6846 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  6847 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  6848 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  6849 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.5789473684
Running  6850 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.5789473684
Running  6851 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.7105263158
Running  6852 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.7105263158
Running  6853 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.8421052632
Running  6854 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.8421052632
Running  6855 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.9736842105
Running  6856 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.9736842105
Running  6857 Iterations, The Training Error rate is  5.15  and the Test Error rate is  17.1052631579
Running  6858 Iterations, The Training Error rate is  5.1  and the Test Error rate is  17.1052631579
Running  6859 Iterations, The Training Error rate is  5.1  and the Test Error rate is  17.1052631579
Running  6860 Iterations, The Training Error rate is  5.1  and the Test Error rate is  17.1052631579
Running  6861 Iterations, The Training Error rate is  5.15  and the Test Error rate is  17.1052631579
Running  6862 Iterations, The Training Error rate is  5.1  and the Test Error rate is  17.1052631579
Running  6863 Iterations, The Training Error rate is  5.15  and the Test Error rate is  17.1052631579
Running  6864 Iterations, The Training Error rate is  5.1  and the Test Error rate is  17.1052631579
Running  6865 Iterations, The Training Error rate is  5.1  and the Test Error rate is  17.1052631579
Running  6866 Iterations, The Training Error rate is  5.15  and the Test Error rate is  17.1052631579
Running  6867 Iterations, The Training Error rate is  5.2  and the Test Error rate is  17.1052631579
Running  6868 Iterations, The Training Error rate is  5.2  and the Test Error rate is  17.1052631579
Running  6869 Iterations, The Training Error rate is  5.2  and the Test Error rate is  17.1052631579
Running  6870 Iterations, The Training Error rate is  5.15  and the Test Error rate is  17.1052631579
Running  6871 Iterations, The Training Error rate is  5.1  and the Test Error rate is  17.1052631579
Running  6872 Iterations, The Training Error rate is  5.2  and the Test Error rate is  17.1052631579
Running  6873 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.9736842105
Running  6874 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.9736842105
Running  6875 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.8421052632
Running  6876 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.8421052632
Running  6877 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.7105263158
Running  6878 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.7105263158
Running  6879 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.5789473684
Running  6880 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.5789473684
Running  6881 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  6882 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  6883 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  6884 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  6885 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  6886 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  6887 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  6888 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  6889 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  6890 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  6891 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  6892 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  6893 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  6894 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  6895 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  6896 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  6897 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  6898 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  6899 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.5789473684
Running  6900 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.5789473684
Running  6901 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.7105263158
Running  6902 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.7105263158
Running  6903 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.8421052632
Running  6904 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.8421052632
Running  6905 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.9736842105
Running  6906 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.9736842105
Running  6907 Iterations, The Training Error rate is  5.1  and the Test Error rate is  17.1052631579
Running  6908 Iterations, The Training Error rate is  5.1  and the Test Error rate is  17.1052631579
Running  6909 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.9736842105
Running  6910 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.9736842105
Running  6911 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.9736842105
Running  6912 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.9736842105
Running  6913 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.8421052632
Running  6914 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.8421052632
Running  6915 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.7105263158
Running  6916 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.7105263158
Running  6917 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.7105263158
Running  6918 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.7105263158
Running  6919 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.8421052632
Running  6920 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.8421052632
Running  6921 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.8421052632
Running  6922 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.8421052632
Running  6923 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.9736842105
Running  6924 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.9736842105
Running  6925 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.9736842105
Running  6926 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.9736842105
Running  6927 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.8421052632
Running  6928 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.8421052632
Running  6929 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.8421052632
Running  6930 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.8421052632
Running  6931 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.7105263158
Running  6932 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.7105263158
Running  6933 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.5789473684
Running  6934 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.5789473684
Running  6935 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.5789473684
Running  6936 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.5789473684
Running  6937 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.5789473684
Running  6938 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.5789473684
Running  6939 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  6940 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  6941 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  6942 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  6943 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  6944 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  6945 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  6946 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  6947 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  6948 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  6949 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.5789473684
Running  6950 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.5789473684
Running  6951 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.5789473684
Running  6952 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.5789473684
Running  6953 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.5789473684
Running  6954 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.5789473684
Running  6955 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.7105263158
Running  6956 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.7105263158
Running  6957 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.8421052632
Running  6958 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.8421052632
Running  6959 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.8421052632
Running  6960 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.8421052632
Running  6961 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.8421052632
Running  6962 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.8421052632
Running  6963 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.8421052632
Running  6964 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.8421052632
Running  6965 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.7105263158
Running  6966 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.7105263158
Running  6967 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.5789473684
Running  6968 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.5789473684
Running  6969 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  6970 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  6971 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  6972 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  6973 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  6974 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  6975 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  6976 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  6977 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  6978 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  6979 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  6980 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  6981 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.3157894737
Running  6982 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.3157894737
Running  6983 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.1842105263
Running  6984 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.1842105263
Running  6985 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.1842105263
Running  6986 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.1842105263
Running  6987 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.0526315789
Running  6988 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.0526315789
Running  6989 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.0526315789
Running  6990 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.0526315789
Running  6991 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.0526315789
Running  6992 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.0526315789
Running  6993 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.0526315789
Running  6994 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.0526315789
Running  6995 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.0526315789
Running  6996 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.0526315789
Running  6997 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.1842105263
Running  6998 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.1842105263
Running  6999 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.1842105263
Running  7000 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.1842105263
Running  7001 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.3157894737
Running  7002 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.3157894737
Running  7003 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7004 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7005 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7006 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7007 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7008 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7009 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7010 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7011 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7012 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7013 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7014 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7015 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7016 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7017 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7018 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7019 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7020 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7021 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7022 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7023 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7024 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7025 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7026 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7027 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7028 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7029 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7030 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7031 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7032 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7033 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7034 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7035 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7036 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7037 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7038 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7039 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7040 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7041 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7042 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7043 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7044 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7045 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7046 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7047 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.3157894737
Running  7048 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.3157894737
Running  7049 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.1842105263
Running  7050 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.1842105263
Running  7051 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.0526315789
Running  7052 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.0526315789
Running  7053 Iterations, The Training Error rate is  5.45  and the Test Error rate is  15.9210526316
Running  7054 Iterations, The Training Error rate is  5.3  and the Test Error rate is  15.9210526316
Running  7055 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.7894736842
Running  7056 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.7894736842
Running  7057 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.9210526316
Running  7058 Iterations, The Training Error rate is  5.3  and the Test Error rate is  15.9210526316
Running  7059 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.0526315789
Running  7060 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.0526315789
Running  7061 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.1842105263
Running  7062 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.1842105263
Running  7063 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.3157894737
Running  7064 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.3157894737
Running  7065 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7066 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7067 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7068 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7069 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7070 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7071 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7072 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7073 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7074 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7075 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7076 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7077 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7078 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7079 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7080 Iterations, The Training Error rate is  4.95  and the Test Error rate is  16.4473684211
Running  7081 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7082 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7083 Iterations, The Training Error rate is  4.95  and the Test Error rate is  16.4473684211
Running  7084 Iterations, The Training Error rate is  4.95  and the Test Error rate is  16.4473684211
Running  7085 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7086 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7087 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7088 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7089 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7090 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7091 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7092 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7093 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7094 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7095 Iterations, The Training Error rate is  4.9  and the Test Error rate is  16.4473684211
Running  7096 Iterations, The Training Error rate is  4.95  and the Test Error rate is  16.4473684211
Running  7097 Iterations, The Training Error rate is  4.9  and the Test Error rate is  16.4473684211
Running  7098 Iterations, The Training Error rate is  4.9  and the Test Error rate is  16.4473684211
Running  7099 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.3157894737
Running  7100 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.3157894737
Running  7101 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.3157894737
Running  7102 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.3157894737
Running  7103 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.3157894737
Running  7104 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.3157894737
Running  7105 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.3157894737
Running  7106 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.3157894737
Running  7107 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.3157894737
Running  7108 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.3157894737
Running  7109 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7110 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7111 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7112 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7113 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7114 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7115 Iterations, The Training Error rate is  4.95  and the Test Error rate is  16.4473684211
Running  7116 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7117 Iterations, The Training Error rate is  4.85  and the Test Error rate is  16.4473684211
Running  7118 Iterations, The Training Error rate is  4.9  and the Test Error rate is  16.4473684211
Running  7119 Iterations, The Training Error rate is  4.9  and the Test Error rate is  16.4473684211
Running  7120 Iterations, The Training Error rate is  4.85  and the Test Error rate is  16.4473684211
Running  7121 Iterations, The Training Error rate is  4.9  and the Test Error rate is  16.4473684211
Running  7122 Iterations, The Training Error rate is  4.95  and the Test Error rate is  16.4473684211
Running  7123 Iterations, The Training Error rate is  4.95  and the Test Error rate is  16.4473684211
Running  7124 Iterations, The Training Error rate is  4.9  and the Test Error rate is  16.4473684211
Running  7125 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7126 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7127 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7128 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7129 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7130 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7131 Iterations, The Training Error rate is  4.95  and the Test Error rate is  16.4473684211
Running  7132 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7133 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7134 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7135 Iterations, The Training Error rate is  4.9  and the Test Error rate is  16.4473684211
Running  7136 Iterations, The Training Error rate is  4.95  and the Test Error rate is  16.4473684211
Running  7137 Iterations, The Training Error rate is  4.95  and the Test Error rate is  16.4473684211
Running  7138 Iterations, The Training Error rate is  5.0  and the Test Error rate is  16.4473684211
Running  7139 Iterations, The Training Error rate is  4.95  and the Test Error rate is  16.4473684211
Running  7140 Iterations, The Training Error rate is  4.95  and the Test Error rate is  16.4473684211
Running  7141 Iterations, The Training Error rate is  4.95  and the Test Error rate is  16.4473684211
Running  7142 Iterations, The Training Error rate is  4.9  and the Test Error rate is  16.4473684211
Running  7143 Iterations, The Training Error rate is  4.9  and the Test Error rate is  16.4473684211
Running  7144 Iterations, The Training Error rate is  4.85  and the Test Error rate is  16.4473684211
Running  7145 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.3157894737
Running  7146 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.3157894737
Running  7147 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.3157894737
Running  7148 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.3157894737
Running  7149 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.3157894737
Running  7150 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.3157894737
Running  7151 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.3157894737
Running  7152 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.3157894737
Running  7153 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.3157894737
Running  7154 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.3157894737
Running  7155 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7156 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7157 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.3157894737
Running  7158 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.3157894737
Running  7159 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.1842105263
Running  7160 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.1842105263
Running  7161 Iterations, The Training Error rate is  5.5  and the Test Error rate is  15.9210526316
Running  7162 Iterations, The Training Error rate is  5.5  and the Test Error rate is  15.9210526316
Running  7163 Iterations, The Training Error rate is  5.55  and the Test Error rate is  15.9210526316
Running  7164 Iterations, The Training Error rate is  5.5  and the Test Error rate is  15.9210526316
Running  7165 Iterations, The Training Error rate is  5.45  and the Test Error rate is  15.9210526316
Running  7166 Iterations, The Training Error rate is  5.45  and the Test Error rate is  15.9210526316
Running  7167 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.0526315789
Running  7168 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.0526315789
Running  7169 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.1842105263
Running  7170 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.1842105263
Running  7171 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7172 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7173 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7174 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7175 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.3157894737
Running  7176 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.3157894737
Running  7177 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.3157894737
Running  7178 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.3157894737
Running  7179 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.3157894737
Running  7180 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.3157894737
Running  7181 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.3157894737
Running  7182 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.3157894737
Running  7183 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.3157894737
Running  7184 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.3157894737
Running  7185 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7186 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7187 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7188 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7189 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7190 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7191 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7192 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7193 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7194 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7195 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7196 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7197 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7198 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7199 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7200 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7201 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7202 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7203 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7204 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7205 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7206 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7207 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7208 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7209 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7210 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7211 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7212 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7213 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7214 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7215 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7216 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7217 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7218 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7219 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7220 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7221 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7222 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7223 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7224 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7225 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7226 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7227 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7228 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7229 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7230 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7231 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7232 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7233 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7234 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7235 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7236 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  7237 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7238 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7239 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7240 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7241 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.3157894737
Running  7242 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.3157894737
Running  7243 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.3157894737
Running  7244 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.3157894737
Running  7245 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.3157894737
Running  7246 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.3157894737
Running  7247 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.3157894737
Running  7248 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.3157894737
Running  7249 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.3157894737
Running  7250 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.3157894737
Running  7251 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7252 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7253 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7254 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7255 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7256 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7257 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7258 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7259 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7260 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7261 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7262 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7263 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7264 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7265 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7266 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7267 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7268 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7269 Iterations, The Training Error rate is  5.2  and the Test Error rate is  16.4473684211
Running  7270 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7271 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7272 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7273 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7274 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7275 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7276 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7277 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7278 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7279 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7280 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7281 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7282 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7283 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7284 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7285 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7286 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7287 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7288 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7289 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7290 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7291 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7292 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7293 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.3157894737
Running  7294 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.3157894737
Running  7295 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.3157894737
Running  7296 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.3157894737
Running  7297 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.3157894737
Running  7298 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.3157894737
Running  7299 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.3157894737
Running  7300 Iterations, The Training Error rate is  6.05  and the Test Error rate is  16.3157894737
Running  7301 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.3157894737
Running  7302 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.3157894737
Running  7303 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7304 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7305 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7306 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7307 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7308 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7309 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.4473684211
Running  7310 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7311 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7312 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7313 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7314 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7315 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7316 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7317 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7318 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7319 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7320 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7321 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7322 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7323 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7324 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7325 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7326 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7327 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7328 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7329 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7330 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7331 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.4473684211
Running  7332 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.4473684211
Running  7333 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.4473684211
Running  7334 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.4473684211
Running  7335 Iterations, The Training Error rate is  6.05  and the Test Error rate is  16.4473684211
Running  7336 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.4473684211
Running  7337 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.4473684211
Running  7338 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  7339 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.4473684211
Running  7340 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  7341 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7342 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7343 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7344 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7345 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7346 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7347 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7348 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7349 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7350 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7351 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7352 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.4473684211
Running  7353 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  7354 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.4473684211
Running  7355 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.4473684211
Running  7356 Iterations, The Training Error rate is  6.1  and the Test Error rate is  16.4473684211
Running  7357 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.4473684211
Running  7358 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.4473684211
Running  7359 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.4473684211
Running  7360 Iterations, The Training Error rate is  6.05  and the Test Error rate is  16.4473684211
Running  7361 Iterations, The Training Error rate is  6.15  and the Test Error rate is  16.4473684211
Running  7362 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.4473684211
Running  7363 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.4473684211
Running  7364 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.4473684211
Running  7365 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.4473684211
Running  7366 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7367 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7368 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7369 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7370 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7371 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7372 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7373 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7374 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7375 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7376 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7377 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7378 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7379 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  7380 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7381 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  7382 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.4473684211
Running  7383 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  7384 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.4473684211
Running  7385 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7386 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7387 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7388 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7389 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7390 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7391 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7392 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7393 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.4473684211
Running  7394 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7395 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.4473684211
Running  7396 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.4473684211
Running  7397 Iterations, The Training Error rate is  6.1  and the Test Error rate is  16.4473684211
Running  7398 Iterations, The Training Error rate is  6.1  and the Test Error rate is  16.4473684211
Running  7399 Iterations, The Training Error rate is  6.4  and the Test Error rate is  16.4473684211
Running  7400 Iterations, The Training Error rate is  6.3  and the Test Error rate is  16.4473684211
Running  7401 Iterations, The Training Error rate is  6.4  and the Test Error rate is  16.4473684211
Running  7402 Iterations, The Training Error rate is  6.4  and the Test Error rate is  16.4473684211
Running  7403 Iterations, The Training Error rate is  6.45  and the Test Error rate is  16.4473684211
Running  7404 Iterations, The Training Error rate is  6.6  and the Test Error rate is  16.4473684211
Running  7405 Iterations, The Training Error rate is  6.35  and the Test Error rate is  16.4473684211
Running  7406 Iterations, The Training Error rate is  6.45  and the Test Error rate is  16.4473684211
Running  7407 Iterations, The Training Error rate is  6.25  and the Test Error rate is  16.4473684211
Running  7408 Iterations, The Training Error rate is  6.3  and the Test Error rate is  16.4473684211
Running  7409 Iterations, The Training Error rate is  6.1  and the Test Error rate is  16.4473684211
Running  7410 Iterations, The Training Error rate is  6.2  and the Test Error rate is  16.4473684211
Running  7411 Iterations, The Training Error rate is  6.05  and the Test Error rate is  16.4473684211
Running  7412 Iterations, The Training Error rate is  6.1  and the Test Error rate is  16.4473684211
Running  7413 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.4473684211
Running  7414 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7415 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7416 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  7417 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7418 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7419 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7420 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7421 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7422 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7423 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7424 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7425 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7426 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7427 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7428 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7429 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7430 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7431 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7432 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7433 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7434 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7435 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7436 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7437 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7438 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7439 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7440 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7441 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7442 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7443 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7444 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  7445 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7446 Iterations, The Training Error rate is  5.75  and the Test Error rate is  16.4473684211
Running  7447 Iterations, The Training Error rate is  5.9  and the Test Error rate is  16.4473684211
Running  7448 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.4473684211
Running  7449 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.4473684211
Running  7450 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7451 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.4473684211
Running  7452 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7453 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7454 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7455 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7456 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7457 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7458 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7459 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7460 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7461 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7462 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7463 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7464 Iterations, The Training Error rate is  5.7  and the Test Error rate is  16.4473684211
Running  7465 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7466 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7467 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7468 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7469 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7470 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  7471 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7472 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7473 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7474 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7475 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7476 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7477 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7478 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7479 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7480 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7481 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7482 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7483 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.4473684211
Running  7484 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.4473684211
Running  7485 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7486 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7487 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7488 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7489 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7490 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7491 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7492 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7493 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7494 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.4473684211
Running  7495 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7496 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.4473684211
Running  7497 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7498 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.4473684211
Running  7499 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7500 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.4473684211
Running  7501 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7502 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7503 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  7504 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7505 Iterations, The Training Error rate is  5.15  and the Test Error rate is  16.4473684211
Running  7506 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.4473684211
Running  7507 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.3157894737
Running  7508 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.3157894737
Running  7509 Iterations, The Training Error rate is  5.4  and the Test Error rate is  16.1842105263
Running  7510 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.1842105263
Running  7511 Iterations, The Training Error rate is  5.6  and the Test Error rate is  16.0526315789
Running  7512 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.0526315789
Running  7513 Iterations, The Training Error rate is  5.55  and the Test Error rate is  16.0526315789
Running  7514 Iterations, The Training Error rate is  5.5  and the Test Error rate is  16.0526315789
Running  7515 Iterations, The Training Error rate is  5.45  and the Test Error rate is  15.9210526316
Running  7516 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.9210526316
Running  7517 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.0526315789
Running  7518 Iterations, The Training Error rate is  5.3  and the Test Error rate is  15.9210526316
Running  7519 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.9210526316
Running  7520 Iterations, The Training Error rate is  5.2  and the Test Error rate is  15.9210526316
Running  7521 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.0526315789
Running  7522 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.0526315789
Running  7523 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.0526315789
Running  7524 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.9210526316
Running  7525 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.9210526316
Running  7526 Iterations, The Training Error rate is  5.2  and the Test Error rate is  15.7894736842
Running  7527 Iterations, The Training Error rate is  5.3  and the Test Error rate is  15.6578947368
Running  7528 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.7894736842
Running  7529 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.7894736842
Running  7530 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.6578947368
Running  7531 Iterations, The Training Error rate is  5.3  and the Test Error rate is  15.5263157895
Running  7532 Iterations, The Training Error rate is  5.3  and the Test Error rate is  15.3947368421
Running  7533 Iterations, The Training Error rate is  5.3  and the Test Error rate is  15.2631578947
Running  7534 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.2631578947
Running  7535 Iterations, The Training Error rate is  5.15  and the Test Error rate is  15.2631578947
Running  7536 Iterations, The Training Error rate is  5.15  and the Test Error rate is  15.2631578947
Running  7537 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.2631578947
Running  7538 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.1315789474
Running  7539 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.1315789474
Running  7540 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.1315789474
Running  7541 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.1315789474
Running  7542 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.1315789474
Running  7543 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.1315789474
Running  7544 Iterations, The Training Error rate is  5.0  and the Test Error rate is  15.1315789474
Running  7545 Iterations, The Training Error rate is  5.2  and the Test Error rate is  15.1315789474
Running  7546 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.1315789474
Running  7547 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.1315789474
Running  7548 Iterations, The Training Error rate is  5.2  and the Test Error rate is  15.1315789474
Running  7549 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.1315789474
Running  7550 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.1315789474
Running  7551 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.1315789474
Running  7552 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.1315789474
Running  7553 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.1315789474
Running  7554 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.1315789474
Running  7555 Iterations, The Training Error rate is  5.2  and the Test Error rate is  15.1315789474
Running  7556 Iterations, The Training Error rate is  5.15  and the Test Error rate is  15.1315789474
Running  7557 Iterations, The Training Error rate is  5.45  and the Test Error rate is  15.1315789474
Running  7558 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.1315789474
Running  7559 Iterations, The Training Error rate is  5.45  and the Test Error rate is  15.1315789474
Running  7560 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.1315789474
Running  7561 Iterations, The Training Error rate is  5.55  and the Test Error rate is  15.1315789474
Running  7562 Iterations, The Training Error rate is  5.5  and the Test Error rate is  15.1315789474
Running  7563 Iterations, The Training Error rate is  5.45  and the Test Error rate is  15.1315789474
Running  7564 Iterations, The Training Error rate is  5.45  and the Test Error rate is  15.1315789474
Running  7565 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.1315789474
Running  7566 Iterations, The Training Error rate is  5.5  and the Test Error rate is  15.1315789474
Running  7567 Iterations, The Training Error rate is  5.2  and the Test Error rate is  15.1315789474
Running  7568 Iterations, The Training Error rate is  5.3  and the Test Error rate is  15.1315789474
Running  7569 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.1315789474
Running  7570 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.1315789474
Running  7571 Iterations, The Training Error rate is  5.0  and the Test Error rate is  15.1315789474
Running  7572 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.1315789474
Running  7573 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.1315789474
Running  7574 Iterations, The Training Error rate is  5.0  and the Test Error rate is  15.1315789474
Running  7575 Iterations, The Training Error rate is  5.2  and the Test Error rate is  15.1315789474
Running  7576 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.1315789474
Running  7577 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.1315789474
Running  7578 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.1315789474
Running  7579 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.1315789474
Running  7580 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.1315789474
Running  7581 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.1315789474
Running  7582 Iterations, The Training Error rate is  5.0  and the Test Error rate is  15.1315789474
Running  7583 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.1315789474
Running  7584 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.1315789474
Running  7585 Iterations, The Training Error rate is  4.85  and the Test Error rate is  15.1315789474
Running  7586 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.1315789474
Running  7587 Iterations, The Training Error rate is  4.95  and the Test Error rate is  15.1315789474
Running  7588 Iterations, The Training Error rate is  4.95  and the Test Error rate is  15.1315789474
Running  7589 Iterations, The Training Error rate is  4.95  and the Test Error rate is  15.1315789474
Running  7590 Iterations, The Training Error rate is  4.95  and the Test Error rate is  15.1315789474
Running  7591 Iterations, The Training Error rate is  4.85  and the Test Error rate is  15.1315789474
Running  7592 Iterations, The Training Error rate is  5.0  and the Test Error rate is  15.1315789474
Running  7593 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.1315789474
Running  7594 Iterations, The Training Error rate is  4.95  and the Test Error rate is  15.1315789474
Running  7595 Iterations, The Training Error rate is  4.95  and the Test Error rate is  15.1315789474
Running  7596 Iterations, The Training Error rate is  5.0  and the Test Error rate is  15.1315789474
Running  7597 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.1315789474
Running  7598 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.1315789474
Running  7599 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.1315789474
Running  7600 Iterations, The Training Error rate is  4.95  and the Test Error rate is  15.1315789474
Running  7601 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.1315789474
Running  7602 Iterations, The Training Error rate is  4.95  and the Test Error rate is  15.1315789474
Running  7603 Iterations, The Training Error rate is  4.95  and the Test Error rate is  15.1315789474
Running  7604 Iterations, The Training Error rate is  4.95  and the Test Error rate is  15.1315789474
Running  7605 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.1315789474
Running  7606 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.1315789474
Running  7607 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.1315789474
Running  7608 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.1315789474
Running  7609 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.1315789474
Running  7610 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.1315789474
Running  7611 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.1315789474
Running  7612 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.1315789474
Running  7613 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.1315789474
Running  7614 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.1315789474
Running  7615 Iterations, The Training Error rate is  5.2  and the Test Error rate is  15.1315789474
Running  7616 Iterations, The Training Error rate is  5.2  and the Test Error rate is  15.1315789474
Running  7617 Iterations, The Training Error rate is  5.15  and the Test Error rate is  15.1315789474
Running  7618 Iterations, The Training Error rate is  5.1  and the Test Error rate is  15.1315789474
Running  7619 Iterations, The Training Error rate is  4.95  and the Test Error rate is  15.1315789474
Running  7620 Iterations, The Training Error rate is  5.0  and the Test Error rate is  15.1315789474
Running  7621 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.1315789474
Running  7622 Iterations, The Training Error rate is  4.75  and the Test Error rate is  15.1315789474
Running  7623 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.1315789474
Running  7624 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.1315789474
Running  7625 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.1315789474
Running  7626 Iterations, The Training Error rate is  4.85  and the Test Error rate is  15.1315789474
Running  7627 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.1315789474
Running  7628 Iterations, The Training Error rate is  4.95  and the Test Error rate is  15.1315789474
Running  7629 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.1315789474
Running  7630 Iterations, The Training Error rate is  4.75  and the Test Error rate is  15.1315789474
Running  7631 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.1315789474
Running  7632 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.1315789474
Running  7633 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7634 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7635 Iterations, The Training Error rate is  4.75  and the Test Error rate is  15.1315789474
Running  7636 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7637 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7638 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7639 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7640 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7641 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7642 Iterations, The Training Error rate is  4.75  and the Test Error rate is  15.1315789474
Running  7643 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7644 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.1315789474
Running  7645 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.1315789474
Running  7646 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.1315789474
Running  7647 Iterations, The Training Error rate is  5.0  and the Test Error rate is  15.0
Running  7648 Iterations, The Training Error rate is  5.0  and the Test Error rate is  15.0
Running  7649 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.0
Running  7650 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.0
Running  7651 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.0
Running  7652 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.0
Running  7653 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.0
Running  7654 Iterations, The Training Error rate is  4.95  and the Test Error rate is  15.0
Running  7655 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.0
Running  7656 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.0
Running  7657 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7658 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7659 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7660 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7661 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.1315789474
Running  7662 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.1315789474
Running  7663 Iterations, The Training Error rate is  4.95  and the Test Error rate is  15.1315789474
Running  7664 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.1315789474
Running  7665 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.1315789474
Running  7666 Iterations, The Training Error rate is  4.75  and the Test Error rate is  15.1315789474
Running  7667 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7668 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.1315789474
Running  7669 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.1315789474
Running  7670 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.1315789474
Running  7671 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7672 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.1315789474
Running  7673 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7674 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7675 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.0
Running  7676 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.0
Running  7677 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.0
Running  7678 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.0
Running  7679 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.0
Running  7680 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.0
Running  7681 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.0
Running  7682 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.0
Running  7683 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.0
Running  7684 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.0
Running  7685 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7686 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7687 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7688 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  7689 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.1315789474
Running  7690 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.1315789474
Running  7691 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7692 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.1315789474
Running  7693 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7694 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7695 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.1315789474
Running  7696 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7697 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.1315789474
Running  7698 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.1315789474
Running  7699 Iterations, The Training Error rate is  4.25  and the Test Error rate is  15.1315789474
Running  7700 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7701 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7702 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.1315789474
Running  7703 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  7704 Iterations, The Training Error rate is  4.15  and the Test Error rate is  15.1315789474
Running  7705 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7706 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7707 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  7708 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  7709 Iterations, The Training Error rate is  4.25  and the Test Error rate is  15.1315789474
Running  7710 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  7711 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  7712 Iterations, The Training Error rate is  4.15  and the Test Error rate is  15.1315789474
Running  7713 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  7714 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  7715 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  7716 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  7717 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  7718 Iterations, The Training Error rate is  4.25  and the Test Error rate is  15.1315789474
Running  7719 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  7720 Iterations, The Training Error rate is  4.15  and the Test Error rate is  15.1315789474
Running  7721 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.0
Running  7722 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.0
Running  7723 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.0
Running  7724 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.0
Running  7725 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.0
Running  7726 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.0
Running  7727 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.0
Running  7728 Iterations, The Training Error rate is  4.75  and the Test Error rate is  15.0
Running  7729 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.0
Running  7730 Iterations, The Training Error rate is  4.85  and the Test Error rate is  15.0
Running  7731 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.1315789474
Running  7732 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.1315789474
Running  7733 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7734 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.1315789474
Running  7735 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  7736 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7737 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7738 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7739 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7740 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7741 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.1315789474
Running  7742 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7743 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7744 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7745 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.1315789474
Running  7746 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.1315789474
Running  7747 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.1315789474
Running  7748 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.1315789474
Running  7749 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  7750 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  7751 Iterations, The Training Error rate is  4.25  and the Test Error rate is  15.1315789474
Running  7752 Iterations, The Training Error rate is  4.25  and the Test Error rate is  15.1315789474
Running  7753 Iterations, The Training Error rate is  4.25  and the Test Error rate is  15.1315789474
Running  7754 Iterations, The Training Error rate is  4.25  and the Test Error rate is  15.1315789474
Running  7755 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.0
Running  7756 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.0
Running  7757 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.8684210526
Running  7758 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.8684210526
Running  7759 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.7368421053
Running  7760 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.7368421053
Running  7761 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.7368421053
Running  7762 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.7368421053
Running  7763 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.7368421053
Running  7764 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.7368421053
Running  7765 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.8684210526
Running  7766 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.8684210526
Running  7767 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.0
Running  7768 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.0
Running  7769 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7770 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7771 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7772 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.1315789474
Running  7773 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7774 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7775 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.1315789474
Running  7776 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7777 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.1315789474
Running  7778 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7779 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.1315789474
Running  7780 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7781 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7782 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  7783 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7784 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.1315789474
Running  7785 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7786 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7787 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7788 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7789 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7790 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7791 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.0
Running  7792 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.0
Running  7793 Iterations, The Training Error rate is  4.25  and the Test Error rate is  15.0
Running  7794 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.0
Running  7795 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.0
Running  7796 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.0
Running  7797 Iterations, The Training Error rate is  4.25  and the Test Error rate is  15.0
Running  7798 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.0
Running  7799 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.0
Running  7800 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.0
Running  7801 Iterations, The Training Error rate is  4.15  and the Test Error rate is  15.1315789474
Running  7802 Iterations, The Training Error rate is  4.15  and the Test Error rate is  15.1315789474
Running  7803 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  7804 Iterations, The Training Error rate is  4.15  and the Test Error rate is  15.1315789474
Running  7805 Iterations, The Training Error rate is  4.1  and the Test Error rate is  15.1315789474
Running  7806 Iterations, The Training Error rate is  4.05  and the Test Error rate is  15.1315789474
Running  7807 Iterations, The Training Error rate is  4.25  and the Test Error rate is  15.0
Running  7808 Iterations, The Training Error rate is  4.25  and the Test Error rate is  15.0
Running  7809 Iterations, The Training Error rate is  4.25  and the Test Error rate is  15.0
Running  7810 Iterations, The Training Error rate is  4.25  and the Test Error rate is  15.0
Running  7811 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.0
Running  7812 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.0
Running  7813 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.0
Running  7814 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.0
Running  7815 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.0
Running  7816 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.0
Running  7817 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7818 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7819 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7820 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7821 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.1315789474
Running  7822 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7823 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7824 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7825 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  7826 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.1315789474
Running  7827 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7828 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7829 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  7830 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.1315789474
Running  7831 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.1315789474
Running  7832 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.1315789474
Running  7833 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7834 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7835 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7836 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.1315789474
Running  7837 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  7838 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  7839 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7840 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.1315789474
Running  7841 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.1315789474
Running  7842 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.1315789474
Running  7843 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  7844 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  7845 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  7846 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7847 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7848 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  7849 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.0
Running  7850 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.0
Running  7851 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.8684210526
Running  7852 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.8684210526
Running  7853 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.7368421053
Running  7854 Iterations, The Training Error rate is  4.95  and the Test Error rate is  14.7368421053
Running  7855 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.7368421053
Running  7856 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.7368421053
Running  7857 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.7368421053
Running  7858 Iterations, The Training Error rate is  4.95  and the Test Error rate is  14.7368421053
Running  7859 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.8684210526
Running  7860 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.8684210526
Running  7861 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.0
Running  7862 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.0
Running  7863 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  7864 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.1315789474
Running  7865 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.1315789474
Running  7866 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7867 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.1315789474
Running  7868 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7869 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7870 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7871 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  7872 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  7873 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.1315789474
Running  7874 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.1315789474
Running  7875 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.0
Running  7876 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.0
Running  7877 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.0
Running  7878 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.0
Running  7879 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.0
Running  7880 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.0
Running  7881 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.0
Running  7882 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.0
Running  7883 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.0
Running  7884 Iterations, The Training Error rate is  4.85  and the Test Error rate is  15.0
Running  7885 Iterations, The Training Error rate is  4.75  and the Test Error rate is  15.1315789474
Running  7886 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7887 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.1315789474
Running  7888 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.1315789474
Running  7889 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.1315789474
Running  7890 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7891 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7892 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.1315789474
Running  7893 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.0
Running  7894 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.0
Running  7895 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.0
Running  7896 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.0
Running  7897 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.8684210526
Running  7898 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.8684210526
Running  7899 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.8684210526
Running  7900 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.8684210526
Running  7901 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.7368421053
Running  7902 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.7368421053
Running  7903 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.8684210526
Running  7904 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.8684210526
Running  7905 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.8684210526
Running  7906 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.8684210526
Running  7907 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.8684210526
Running  7908 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.8684210526
Running  7909 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.8684210526
Running  7910 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.8684210526
Running  7911 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.0
Running  7912 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.0
Running  7913 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.0
Running  7914 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.0
Running  7915 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.0
Running  7916 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.0
Running  7917 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.1315789474
Running  7918 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  7919 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.0
Running  7920 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.0
Running  7921 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.0
Running  7922 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.0
Running  7923 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.8684210526
Running  7924 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.8684210526
Running  7925 Iterations, The Training Error rate is  4.4  and the Test Error rate is  15.0
Running  7926 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.0
Running  7927 Iterations, The Training Error rate is  4.3  and the Test Error rate is  14.8684210526
Running  7928 Iterations, The Training Error rate is  4.35  and the Test Error rate is  14.8684210526
Running  7929 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.8684210526
Running  7930 Iterations, The Training Error rate is  4.35  and the Test Error rate is  14.8684210526
Running  7931 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.7368421053
Running  7932 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.7368421053
Running  7933 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.7368421053
Running  7934 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.7368421053
Running  7935 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.6052631579
Running  7936 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.6052631579
Running  7937 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.7368421053
Running  7938 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.7368421053
Running  7939 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.0
Running  7940 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.0
Running  7941 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.2631578947
Running  7942 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.2631578947
Running  7943 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.5263157895
Running  7944 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.5263157895
Running  7945 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.3947368421
Running  7946 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.3947368421
Running  7947 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.3947368421
Running  7948 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.3947368421
Running  7949 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.1315789474
Running  7950 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.1315789474
Running  7951 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.0
Running  7952 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.0
Running  7953 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.7368421053
Running  7954 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.7368421053
Running  7955 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.8684210526
Running  7956 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.8684210526
Running  7957 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.7368421053
Running  7958 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.7368421053
Running  7959 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.7368421053
Running  7960 Iterations, The Training Error rate is  4.4  and the Test Error rate is  14.7368421053
Running  7961 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.6052631579
Running  7962 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.6052631579
Running  7963 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.6052631579
Running  7964 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.6052631579
Running  7965 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.6052631579
Running  7966 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.6052631579
Running  7967 Iterations, The Training Error rate is  4.45  and the Test Error rate is  14.7368421053
Running  7968 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.7368421053
Running  7969 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.0
Running  7970 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.0
Running  7971 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7972 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.1315789474
Running  7973 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.2631578947
Running  7974 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.2631578947
Running  7975 Iterations, The Training Error rate is  4.85  and the Test Error rate is  15.2631578947
Running  7976 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.2631578947
Running  7977 Iterations, The Training Error rate is  4.85  and the Test Error rate is  15.2631578947
Running  7978 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.2631578947
Running  7979 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.1315789474
Running  7980 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7981 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7982 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7983 Iterations, The Training Error rate is  4.7  and the Test Error rate is  15.1315789474
Running  7984 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.1315789474
Running  7985 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.1315789474
Running  7986 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  7987 Iterations, The Training Error rate is  4.45  and the Test Error rate is  15.1315789474
Running  7988 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.1315789474
Running  7989 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.2631578947

The Error rate is still the same, so I am trying with l2 norm

In [9]:
def preprocessUsingl2Norm(data):
    l1norm = np.power(data,2)
    tdata = np.zeros_like(data)
    l1norm = l1norm.sum(1)
    l1norm = np.sqrt(l1norm)
    for i in range(data.shape[0]):
        tdata[i] = data[i]/l1norm[i]
    return tdata
feature_train_l2Normalized = preprocessUsingl2Norm(feature_train)
feature_test_l2Normalized = preprocessUsingl2Norm(feature_test)
In [10]:
trainErrorRatesL2Norm,testErrorRatesL2Norm = buildPerceptron(feature_train_l2Normalized, label_train, feature_test_l2Normalized, label_test)
Running  0 Iterations, The Training Error rate is  45.1  and the Test Error rate is  46.9736842105
Running  1 Iterations, The Training Error rate is  44.95  and the Test Error rate is  46.4473684211
Running  2 Iterations, The Training Error rate is  44.85  and the Test Error rate is  46.4473684211
Running  3 Iterations, The Training Error rate is  44.3  and the Test Error rate is  46.0526315789
Running  4 Iterations, The Training Error rate is  43.65  and the Test Error rate is  45.5263157895
Running  5 Iterations, The Training Error rate is  40.4  and the Test Error rate is  41.3157894737
Running  6 Iterations, The Training Error rate is  41.95  and the Test Error rate is  44.3421052632
Running  7 Iterations, The Training Error rate is  39.5  and the Test Error rate is  41.1842105263
Running  8 Iterations, The Training Error rate is  38.3  and the Test Error rate is  40.3947368421
Running  9 Iterations, The Training Error rate is  38.6  and the Test Error rate is  40.2631578947
Running  10 Iterations, The Training Error rate is  34.55  and the Test Error rate is  35.6578947368
Running  11 Iterations, The Training Error rate is  35.65  and the Test Error rate is  36.5789473684
Running  12 Iterations, The Training Error rate is  36.95  and the Test Error rate is  38.8157894737
Running  13 Iterations, The Training Error rate is  37.2  and the Test Error rate is  38.9473684211
Running  14 Iterations, The Training Error rate is  34.65  and the Test Error rate is  35.6578947368
Running  15 Iterations, The Training Error rate is  35.0  and the Test Error rate is  35.7894736842
Running  16 Iterations, The Training Error rate is  32.0  and the Test Error rate is  31.5789473684
Running  17 Iterations, The Training Error rate is  35.0  and the Test Error rate is  35.3947368421
Running  18 Iterations, The Training Error rate is  35.95  and the Test Error rate is  36.4473684211
Running  19 Iterations, The Training Error rate is  35.45  and the Test Error rate is  36.3157894737
Running  20 Iterations, The Training Error rate is  36.2  and the Test Error rate is  37.1052631579
Running  21 Iterations, The Training Error rate is  35.05  and the Test Error rate is  36.5789473684
Running  22 Iterations, The Training Error rate is  32.7  and the Test Error rate is  33.6842105263
Running  23 Iterations, The Training Error rate is  35.2  and the Test Error rate is  37.1052631579
Running  24 Iterations, The Training Error rate is  34.25  and the Test Error rate is  36.4473684211
Running  25 Iterations, The Training Error rate is  36.7  and the Test Error rate is  39.8684210526
Running  26 Iterations, The Training Error rate is  36.5  and the Test Error rate is  40.1315789474
Running  27 Iterations, The Training Error rate is  35.95  and the Test Error rate is  39.8684210526
Running  28 Iterations, The Training Error rate is  34.5  and the Test Error rate is  38.8157894737
Running  29 Iterations, The Training Error rate is  36.9  and the Test Error rate is  42.2368421053
Running  30 Iterations, The Training Error rate is  35.65  and the Test Error rate is  41.4473684211
Running  31 Iterations, The Training Error rate is  35.45  and the Test Error rate is  41.3157894737
Running  32 Iterations, The Training Error rate is  34.6  and the Test Error rate is  40.7894736842
Running  33 Iterations, The Training Error rate is  34.55  and the Test Error rate is  40.7894736842
Running  34 Iterations, The Training Error rate is  34.15  and the Test Error rate is  40.6578947368
Running  35 Iterations, The Training Error rate is  34.05  and the Test Error rate is  40.6578947368
Running  36 Iterations, The Training Error rate is  33.6  and the Test Error rate is  40.2631578947
Running  37 Iterations, The Training Error rate is  33.3  and the Test Error rate is  40.2631578947
Running  38 Iterations, The Training Error rate is  32.95  and the Test Error rate is  39.7368421053
Running  39 Iterations, The Training Error rate is  31.9  and the Test Error rate is  38.1578947368
Running  40 Iterations, The Training Error rate is  31.7  and the Test Error rate is  38.1578947368
Running  41 Iterations, The Training Error rate is  29.7  and the Test Error rate is  35.7894736842
Running  42 Iterations, The Training Error rate is  29.7  and the Test Error rate is  35.7894736842
Running  43 Iterations, The Training Error rate is  26.85  and the Test Error rate is  32.3684210526
Running  44 Iterations, The Training Error rate is  31.25  and the Test Error rate is  36.5789473684
Running  45 Iterations, The Training Error rate is  30.3  and the Test Error rate is  35.6578947368
Running  46 Iterations, The Training Error rate is  30.35  and the Test Error rate is  35.7894736842
Running  47 Iterations, The Training Error rate is  27.75  and the Test Error rate is  32.5
Running  48 Iterations, The Training Error rate is  27.95  and the Test Error rate is  32.6315789474
Running  49 Iterations, The Training Error rate is  26.2  and the Test Error rate is  30.5263157895
Running  50 Iterations, The Training Error rate is  30.3  and the Test Error rate is  34.4736842105
Running  51 Iterations, The Training Error rate is  30.0  and the Test Error rate is  34.2105263158
Running  52 Iterations, The Training Error rate is  29.95  and the Test Error rate is  34.0789473684
Running  53 Iterations, The Training Error rate is  30.0  and the Test Error rate is  34.3421052632
Running  54 Iterations, The Training Error rate is  25.55  and the Test Error rate is  30.0
Running  55 Iterations, The Training Error rate is  23.5  and the Test Error rate is  26.9736842105
Running  56 Iterations, The Training Error rate is  27.0  and the Test Error rate is  31.0526315789
Running  57 Iterations, The Training Error rate is  26.75  and the Test Error rate is  30.5263157895
Running  58 Iterations, The Training Error rate is  30.25  and the Test Error rate is  34.6052631579
Running  59 Iterations, The Training Error rate is  30.0  and the Test Error rate is  34.4736842105
Running  60 Iterations, The Training Error rate is  29.25  and the Test Error rate is  34.3421052632
Running  61 Iterations, The Training Error rate is  28.3  and the Test Error rate is  33.2894736842
Running  62 Iterations, The Training Error rate is  28.6  and the Test Error rate is  33.2894736842
Running  63 Iterations, The Training Error rate is  28.35  and the Test Error rate is  32.6315789474
Running  64 Iterations, The Training Error rate is  29.7  and the Test Error rate is  33.5526315789
Running  65 Iterations, The Training Error rate is  29.45  and the Test Error rate is  33.8157894737
Running  66 Iterations, The Training Error rate is  26.05  and the Test Error rate is  29.6052631579
Running  67 Iterations, The Training Error rate is  26.0  and the Test Error rate is  29.6052631579
Running  68 Iterations, The Training Error rate is  25.9  and the Test Error rate is  29.6052631579
Running  69 Iterations, The Training Error rate is  25.8  and the Test Error rate is  29.6052631579
Running  70 Iterations, The Training Error rate is  22.85  and the Test Error rate is  25.7894736842
Running  71 Iterations, The Training Error rate is  22.85  and the Test Error rate is  25.6578947368
Running  72 Iterations, The Training Error rate is  26.1  and the Test Error rate is  29.7368421053
Running  73 Iterations, The Training Error rate is  25.9  and the Test Error rate is  29.8684210526
Running  74 Iterations, The Training Error rate is  27.45  and the Test Error rate is  32.5
Running  75 Iterations, The Training Error rate is  27.25  and the Test Error rate is  32.5
Running  76 Iterations, The Training Error rate is  27.25  and the Test Error rate is  32.6315789474
Running  77 Iterations, The Training Error rate is  26.9  and the Test Error rate is  32.5
Running  78 Iterations, The Training Error rate is  26.25  and the Test Error rate is  31.7105263158
Running  79 Iterations, The Training Error rate is  25.9  and the Test Error rate is  31.7105263158
Running  80 Iterations, The Training Error rate is  25.8  and the Test Error rate is  31.9736842105
Running  81 Iterations, The Training Error rate is  25.7  and the Test Error rate is  31.9736842105
Running  82 Iterations, The Training Error rate is  23.4  and the Test Error rate is  29.0789473684
Running  83 Iterations, The Training Error rate is  23.05  and the Test Error rate is  28.8157894737
Running  84 Iterations, The Training Error rate is  20.5  and the Test Error rate is  25.3947368421
Running  85 Iterations, The Training Error rate is  20.55  and the Test Error rate is  25.1315789474
Running  86 Iterations, The Training Error rate is  20.75  and the Test Error rate is  25.1315789474
Running  87 Iterations, The Training Error rate is  20.75  and the Test Error rate is  25.2631578947
Running  88 Iterations, The Training Error rate is  18.25  and the Test Error rate is  22.2368421053
Running  89 Iterations, The Training Error rate is  18.45  and the Test Error rate is  22.3684210526
Running  90 Iterations, The Training Error rate is  18.55  and the Test Error rate is  22.3684210526
Running  91 Iterations, The Training Error rate is  18.35  and the Test Error rate is  22.2368421053
Running  92 Iterations, The Training Error rate is  17.55  and the Test Error rate is  21.1842105263
Running  93 Iterations, The Training Error rate is  17.8  and the Test Error rate is  21.4473684211
Running  94 Iterations, The Training Error rate is  17.7  and the Test Error rate is  21.5789473684
Running  95 Iterations, The Training Error rate is  17.45  and the Test Error rate is  21.5789473684
Running  96 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.7105263158
Running  97 Iterations, The Training Error rate is  17.7  and the Test Error rate is  21.8421052632
Running  98 Iterations, The Training Error rate is  17.6  and the Test Error rate is  21.7105263158
Running  99 Iterations, The Training Error rate is  17.65  and the Test Error rate is  21.7105263158
Running  100 Iterations, The Training Error rate is  17.75  and the Test Error rate is  21.7105263158
Running  101 Iterations, The Training Error rate is  17.8  and the Test Error rate is  22.2368421053
Running  102 Iterations, The Training Error rate is  17.6  and the Test Error rate is  22.2368421053
Running  103 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.1052631579
Running  104 Iterations, The Training Error rate is  17.2  and the Test Error rate is  21.9736842105
Running  105 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.2368421053
Running  106 Iterations, The Training Error rate is  17.05  and the Test Error rate is  21.9736842105
Running  107 Iterations, The Training Error rate is  16.55  and the Test Error rate is  21.5789473684
Running  108 Iterations, The Training Error rate is  17.35  and the Test Error rate is  22.8947368421
Running  109 Iterations, The Training Error rate is  16.75  and the Test Error rate is  22.5
Running  110 Iterations, The Training Error rate is  16.6  and the Test Error rate is  22.5
Running  111 Iterations, The Training Error rate is  16.15  and the Test Error rate is  21.9736842105
Running  112 Iterations, The Training Error rate is  16.25  and the Test Error rate is  22.1052631579
Running  113 Iterations, The Training Error rate is  16.2  and the Test Error rate is  22.1052631579
Running  114 Iterations, The Training Error rate is  16.1  and the Test Error rate is  22.1052631579
Running  115 Iterations, The Training Error rate is  15.95  and the Test Error rate is  21.5789473684
Running  116 Iterations, The Training Error rate is  16.05  and the Test Error rate is  21.8421052632
Running  117 Iterations, The Training Error rate is  16.1  and the Test Error rate is  22.1052631579
Running  118 Iterations, The Training Error rate is  15.3  and the Test Error rate is  20.7894736842
Running  119 Iterations, The Training Error rate is  15.55  and the Test Error rate is  21.0526315789
Running  120 Iterations, The Training Error rate is  15.7  and the Test Error rate is  21.3157894737
Running  121 Iterations, The Training Error rate is  16.1  and the Test Error rate is  21.4473684211
Running  122 Iterations, The Training Error rate is  15.9  and the Test Error rate is  21.3157894737
Running  123 Iterations, The Training Error rate is  16.0  and the Test Error rate is  21.3157894737
Running  124 Iterations, The Training Error rate is  15.9  and the Test Error rate is  21.5789473684
Running  125 Iterations, The Training Error rate is  16.15  and the Test Error rate is  21.9736842105
Running  126 Iterations, The Training Error rate is  15.9  and the Test Error rate is  22.1052631579
Running  127 Iterations, The Training Error rate is  16.25  and the Test Error rate is  22.1052631579
Running  128 Iterations, The Training Error rate is  16.0  and the Test Error rate is  22.2368421053
Running  129 Iterations, The Training Error rate is  16.0  and the Test Error rate is  22.1052631579
Running  130 Iterations, The Training Error rate is  15.6  and the Test Error rate is  21.8421052632
Running  131 Iterations, The Training Error rate is  15.55  and the Test Error rate is  21.7105263158
Running  132 Iterations, The Training Error rate is  15.4  and the Test Error rate is  21.7105263158
Running  133 Iterations, The Training Error rate is  15.55  and the Test Error rate is  21.5789473684
Running  134 Iterations, The Training Error rate is  15.35  and the Test Error rate is  21.3157894737
Running  135 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  136 Iterations, The Training Error rate is  15.0  and the Test Error rate is  20.7894736842
Running  137 Iterations, The Training Error rate is  14.6  and the Test Error rate is  20.5263157895
Running  138 Iterations, The Training Error rate is  14.55  and the Test Error rate is  20.2631578947
Running  139 Iterations, The Training Error rate is  14.55  and the Test Error rate is  20.1315789474
Running  140 Iterations, The Training Error rate is  14.35  and the Test Error rate is  20.0
Running  141 Iterations, The Training Error rate is  14.15  and the Test Error rate is  19.7368421053
Running  142 Iterations, The Training Error rate is  13.85  and the Test Error rate is  19.6052631579
Running  143 Iterations, The Training Error rate is  13.8  and the Test Error rate is  19.6052631579
Running  144 Iterations, The Training Error rate is  13.75  and the Test Error rate is  19.6052631579
Running  145 Iterations, The Training Error rate is  13.8  and the Test Error rate is  19.6052631579
Running  146 Iterations, The Training Error rate is  13.35  and the Test Error rate is  19.4736842105
Running  147 Iterations, The Training Error rate is  15.45  and the Test Error rate is  20.9210526316
Running  148 Iterations, The Training Error rate is  15.25  and the Test Error rate is  20.7894736842
Running  149 Iterations, The Training Error rate is  15.0  and the Test Error rate is  20.6578947368
Running  150 Iterations, The Training Error rate is  14.9  and the Test Error rate is  20.3947368421
Running  151 Iterations, The Training Error rate is  14.85  and the Test Error rate is  20.5263157895
Running  152 Iterations, The Training Error rate is  14.8  and the Test Error rate is  20.3947368421
Running  153 Iterations, The Training Error rate is  14.55  and the Test Error rate is  20.2631578947
Running  154 Iterations, The Training Error rate is  14.25  and the Test Error rate is  20.0
Running  155 Iterations, The Training Error rate is  16.1  and the Test Error rate is  21.1842105263
Running  156 Iterations, The Training Error rate is  15.7  and the Test Error rate is  20.9210526316
Running  157 Iterations, The Training Error rate is  15.55  and the Test Error rate is  20.6578947368
Running  158 Iterations, The Training Error rate is  15.15  and the Test Error rate is  20.5263157895
Running  159 Iterations, The Training Error rate is  15.05  and the Test Error rate is  20.5263157895
Running  160 Iterations, The Training Error rate is  14.55  and the Test Error rate is  20.2631578947
Running  161 Iterations, The Training Error rate is  14.45  and the Test Error rate is  20.1315789474
Running  162 Iterations, The Training Error rate is  14.1  and the Test Error rate is  19.8684210526
Running  163 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  164 Iterations, The Training Error rate is  13.75  and the Test Error rate is  19.7368421053
Running  165 Iterations, The Training Error rate is  14.15  and the Test Error rate is  20.2631578947
Running  166 Iterations, The Training Error rate is  14.25  and the Test Error rate is  20.1315789474
Running  167 Iterations, The Training Error rate is  12.15  and the Test Error rate is  18.8157894737
Running  168 Iterations, The Training Error rate is  11.9  and the Test Error rate is  18.6842105263
Running  169 Iterations, The Training Error rate is  13.6  and the Test Error rate is  19.6052631579
Running  170 Iterations, The Training Error rate is  13.7  and the Test Error rate is  19.7368421053
Running  171 Iterations, The Training Error rate is  13.65  and the Test Error rate is  19.7368421053
Running  172 Iterations, The Training Error rate is  13.5  and the Test Error rate is  19.6052631579
Running  173 Iterations, The Training Error rate is  13.45  and the Test Error rate is  19.6052631579
Running  174 Iterations, The Training Error rate is  13.2  and the Test Error rate is  19.2105263158
Running  175 Iterations, The Training Error rate is  10.85  and the Test Error rate is  17.3684210526
Running  176 Iterations, The Training Error rate is  10.7  and the Test Error rate is  17.3684210526
Running  177 Iterations, The Training Error rate is  12.4  and the Test Error rate is  18.6842105263
Running  178 Iterations, The Training Error rate is  12.7  and the Test Error rate is  18.9473684211
Running  179 Iterations, The Training Error rate is  11.0  and the Test Error rate is  18.0263157895
Running  180 Iterations, The Training Error rate is  10.85  and the Test Error rate is  17.7631578947
Running  181 Iterations, The Training Error rate is  12.45  and the Test Error rate is  19.2105263158
Running  182 Iterations, The Training Error rate is  12.45  and the Test Error rate is  19.3421052632
Running  183 Iterations, The Training Error rate is  12.55  and the Test Error rate is  19.3421052632
Running  184 Iterations, The Training Error rate is  12.7  and the Test Error rate is  19.6052631579
Running  185 Iterations, The Training Error rate is  13.95  and the Test Error rate is  20.5263157895
Running  186 Iterations, The Training Error rate is  14.15  and the Test Error rate is  20.7894736842
Running  187 Iterations, The Training Error rate is  13.15  and the Test Error rate is  19.7368421053
Running  188 Iterations, The Training Error rate is  13.0  and the Test Error rate is  19.6052631579
Running  189 Iterations, The Training Error rate is  13.55  and the Test Error rate is  19.7368421053
Running  190 Iterations, The Training Error rate is  13.6  and the Test Error rate is  20.1315789474
Running  191 Iterations, The Training Error rate is  12.55  and the Test Error rate is  18.6842105263
Running  192 Iterations, The Training Error rate is  12.75  and the Test Error rate is  18.9473684211
Running  193 Iterations, The Training Error rate is  13.35  and the Test Error rate is  19.3421052632
Running  194 Iterations, The Training Error rate is  13.35  and the Test Error rate is  19.2105263158
Running  195 Iterations, The Training Error rate is  12.5  and the Test Error rate is  18.6842105263
Running  196 Iterations, The Training Error rate is  12.45  and the Test Error rate is  18.5526315789
Running  197 Iterations, The Training Error rate is  12.1  and the Test Error rate is  18.4210526316
Running  198 Iterations, The Training Error rate is  12.05  and the Test Error rate is  18.2894736842
Running  199 Iterations, The Training Error rate is  11.75  and the Test Error rate is  18.4210526316
Running  200 Iterations, The Training Error rate is  11.8  and the Test Error rate is  18.2894736842
Running  201 Iterations, The Training Error rate is  11.35  and the Test Error rate is  18.0263157895
Running  202 Iterations, The Training Error rate is  11.25  and the Test Error rate is  17.7631578947
Running  203 Iterations, The Training Error rate is  10.75  and the Test Error rate is  17.5
Running  204 Iterations, The Training Error rate is  10.75  and the Test Error rate is  17.6315789474
Running  205 Iterations, The Training Error rate is  10.15  and the Test Error rate is  17.2368421053
Running  206 Iterations, The Training Error rate is  10.0  and the Test Error rate is  17.1052631579
Running  207 Iterations, The Training Error rate is  9.45  and the Test Error rate is  16.8421052632
Running  208 Iterations, The Training Error rate is  9.35  and the Test Error rate is  16.8421052632
Running  209 Iterations, The Training Error rate is  8.65  and the Test Error rate is  16.3157894737
Running  210 Iterations, The Training Error rate is  8.6  and the Test Error rate is  16.3157894737
Running  211 Iterations, The Training Error rate is  8.1  and the Test Error rate is  16.4473684211
Running  212 Iterations, The Training Error rate is  7.95  and the Test Error rate is  16.5789473684
Running  213 Iterations, The Training Error rate is  7.35  and the Test Error rate is  16.1842105263
Running  214 Iterations, The Training Error rate is  7.4  and the Test Error rate is  16.1842105263
Running  215 Iterations, The Training Error rate is  7.25  and the Test Error rate is  16.0526315789
Running  216 Iterations, The Training Error rate is  7.3  and the Test Error rate is  16.0526315789
Running  217 Iterations, The Training Error rate is  7.05  and the Test Error rate is  16.0526315789
Running  218 Iterations, The Training Error rate is  7.15  and the Test Error rate is  16.0526315789
Running  219 Iterations, The Training Error rate is  7.25  and the Test Error rate is  16.0526315789
Running  220 Iterations, The Training Error rate is  7.2  and the Test Error rate is  15.9210526316
Running  221 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.9210526316
Running  222 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.9210526316
Running  223 Iterations, The Training Error rate is  7.75  and the Test Error rate is  15.9210526316
Running  224 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.9210526316
Running  225 Iterations, The Training Error rate is  7.55  and the Test Error rate is  16.0526315789
Running  226 Iterations, The Training Error rate is  7.35  and the Test Error rate is  16.0526315789
Running  227 Iterations, The Training Error rate is  7.4  and the Test Error rate is  15.9210526316
Running  228 Iterations, The Training Error rate is  7.2  and the Test Error rate is  15.9210526316
Running  229 Iterations, The Training Error rate is  7.05  and the Test Error rate is  15.9210526316
Running  230 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.0526315789
Running  231 Iterations, The Training Error rate is  6.65  and the Test Error rate is  15.9210526316
Running  232 Iterations, The Training Error rate is  6.65  and the Test Error rate is  15.9210526316
Running  233 Iterations, The Training Error rate is  6.25  and the Test Error rate is  15.9210526316
Running  234 Iterations, The Training Error rate is  6.1  and the Test Error rate is  15.7894736842
Running  235 Iterations, The Training Error rate is  6.2  and the Test Error rate is  15.3947368421
Running  236 Iterations, The Training Error rate is  6.2  and the Test Error rate is  15.3947368421
Running  237 Iterations, The Training Error rate is  6.2  and the Test Error rate is  15.2631578947
Running  238 Iterations, The Training Error rate is  6.3  and the Test Error rate is  15.2631578947
Running  239 Iterations, The Training Error rate is  6.35  and the Test Error rate is  15.3947368421
Running  240 Iterations, The Training Error rate is  6.35  and the Test Error rate is  15.5263157895
Running  241 Iterations, The Training Error rate is  6.45  and the Test Error rate is  15.3947368421
Running  242 Iterations, The Training Error rate is  6.4  and the Test Error rate is  15.5263157895
Running  243 Iterations, The Training Error rate is  6.25  and the Test Error rate is  15.6578947368
Running  244 Iterations, The Training Error rate is  9.45  and the Test Error rate is  18.2894736842
Running  245 Iterations, The Training Error rate is  9.25  and the Test Error rate is  18.1578947368
Running  246 Iterations, The Training Error rate is  9.45  and the Test Error rate is  18.4210526316
Running  247 Iterations, The Training Error rate is  9.35  and the Test Error rate is  18.5526315789
Running  248 Iterations, The Training Error rate is  9.4  and the Test Error rate is  18.6842105263
Running  249 Iterations, The Training Error rate is  9.3  and the Test Error rate is  18.6842105263
Running  250 Iterations, The Training Error rate is  9.55  and the Test Error rate is  18.5526315789
Running  251 Iterations, The Training Error rate is  9.3  and the Test Error rate is  18.6842105263
Running  252 Iterations, The Training Error rate is  9.15  and the Test Error rate is  18.6842105263
Running  253 Iterations, The Training Error rate is  9.55  and the Test Error rate is  18.5526315789
Running  254 Iterations, The Training Error rate is  6.35  and the Test Error rate is  16.3157894737
Running  255 Iterations, The Training Error rate is  6.45  and the Test Error rate is  16.4473684211
Running  256 Iterations, The Training Error rate is  6.25  and the Test Error rate is  16.5789473684
Running  257 Iterations, The Training Error rate is  6.25  and the Test Error rate is  16.4473684211
Running  258 Iterations, The Training Error rate is  6.1  and the Test Error rate is  16.5789473684
Running  259 Iterations, The Training Error rate is  6.05  and the Test Error rate is  16.4473684211
Running  260 Iterations, The Training Error rate is  5.85  and the Test Error rate is  16.7105263158
Running  261 Iterations, The Training Error rate is  5.8  and the Test Error rate is  16.7105263158
Running  262 Iterations, The Training Error rate is  9.05  and the Test Error rate is  20.2631578947
Running  263 Iterations, The Training Error rate is  8.6  and the Test Error rate is  20.2631578947
Running  264 Iterations, The Training Error rate is  11.65  and the Test Error rate is  23.5526315789
Running  265 Iterations, The Training Error rate is  11.3  and the Test Error rate is  23.6842105263
Running  266 Iterations, The Training Error rate is  14.0  and the Test Error rate is  26.7105263158
Running  267 Iterations, The Training Error rate is  13.8  and the Test Error rate is  26.8421052632
Running  268 Iterations, The Training Error rate is  16.4  and the Test Error rate is  29.8684210526
Running  269 Iterations, The Training Error rate is  16.4  and the Test Error rate is  29.8684210526
Running  270 Iterations, The Training Error rate is  18.7  and the Test Error rate is  32.5
Running  271 Iterations, The Training Error rate is  18.65  and the Test Error rate is  32.5
Running  272 Iterations, The Training Error rate is  17.15  and the Test Error rate is  30.6578947368
Running  273 Iterations, The Training Error rate is  17.1  and the Test Error rate is  30.6578947368
Running  274 Iterations, The Training Error rate is  15.45  and the Test Error rate is  28.1578947368
Running  275 Iterations, The Training Error rate is  15.55  and the Test Error rate is  28.1578947368
Running  276 Iterations, The Training Error rate is  13.05  and the Test Error rate is  25.1315789474
Running  277 Iterations, The Training Error rate is  13.15  and the Test Error rate is  25.1315789474
Running  278 Iterations, The Training Error rate is  10.8  and the Test Error rate is  22.1052631579
Running  279 Iterations, The Training Error rate is  10.75  and the Test Error rate is  22.1052631579
Running  280 Iterations, The Training Error rate is  10.65  and the Test Error rate is  21.7105263158
Running  281 Iterations, The Training Error rate is  10.65  and the Test Error rate is  21.7105263158
Running  282 Iterations, The Training Error rate is  10.9  and the Test Error rate is  21.7105263158
Running  283 Iterations, The Training Error rate is  10.9  and the Test Error rate is  21.7105263158
Running  284 Iterations, The Training Error rate is  10.9  and the Test Error rate is  21.7105263158
Running  285 Iterations, The Training Error rate is  10.85  and the Test Error rate is  21.8421052632
Running  286 Iterations, The Training Error rate is  11.9  and the Test Error rate is  22.2368421053
Running  287 Iterations, The Training Error rate is  11.95  and the Test Error rate is  22.3684210526
Running  288 Iterations, The Training Error rate is  12.1  and the Test Error rate is  22.3684210526
Running  289 Iterations, The Training Error rate is  12.2  and the Test Error rate is  22.5
Running  290 Iterations, The Training Error rate is  10.85  and the Test Error rate is  20.6578947368
Running  291 Iterations, The Training Error rate is  10.95  and the Test Error rate is  20.7894736842
Running  292 Iterations, The Training Error rate is  9.85  and the Test Error rate is  19.3421052632
Running  293 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.4736842105
Running  294 Iterations, The Training Error rate is  9.35  and the Test Error rate is  18.6842105263
Running  295 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.8157894737
Running  296 Iterations, The Training Error rate is  8.7  and the Test Error rate is  18.0263157895
Running  297 Iterations, The Training Error rate is  8.75  and the Test Error rate is  18.1578947368
Running  298 Iterations, The Training Error rate is  8.7  and the Test Error rate is  17.5
Running  299 Iterations, The Training Error rate is  8.85  and the Test Error rate is  17.6315789474
Running  300 Iterations, The Training Error rate is  8.05  and the Test Error rate is  16.5789473684
Running  301 Iterations, The Training Error rate is  8.15  and the Test Error rate is  16.7105263158
Running  302 Iterations, The Training Error rate is  7.3  and the Test Error rate is  16.0526315789
Running  303 Iterations, The Training Error rate is  7.3  and the Test Error rate is  16.1842105263
Running  304 Iterations, The Training Error rate is  6.35  and the Test Error rate is  15.3947368421
Running  305 Iterations, The Training Error rate is  6.45  and the Test Error rate is  15.3947368421
Running  306 Iterations, The Training Error rate is  5.7  and the Test Error rate is  15.0
Running  307 Iterations, The Training Error rate is  5.85  and the Test Error rate is  15.0
Running  308 Iterations, The Training Error rate is  5.2  and the Test Error rate is  15.1315789474
Running  309 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.1315789474
Running  310 Iterations, The Training Error rate is  5.0  and the Test Error rate is  15.2631578947
Running  311 Iterations, The Training Error rate is  5.0  and the Test Error rate is  15.2631578947
Running  312 Iterations, The Training Error rate is  4.85  and the Test Error rate is  15.2631578947
Running  313 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.2631578947
Running  314 Iterations, The Training Error rate is  4.85  and the Test Error rate is  15.3947368421
Running  315 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.2368421053
Running  316 Iterations, The Training Error rate is  7.55  and the Test Error rate is  17.3684210526
Running  317 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.3684210526
Running  318 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.1052631579
Running  319 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.1052631579
Running  320 Iterations, The Training Error rate is  7.4  and the Test Error rate is  16.7105263158
Running  321 Iterations, The Training Error rate is  7.3  and the Test Error rate is  16.7105263158
Running  322 Iterations, The Training Error rate is  7.5  and the Test Error rate is  16.3157894737
Running  323 Iterations, The Training Error rate is  7.5  and the Test Error rate is  16.3157894737
Running  324 Iterations, The Training Error rate is  7.6  and the Test Error rate is  16.1842105263
Running  325 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.3421052632
Running  326 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.3421052632
Running  327 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.3421052632
Running  328 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.6052631579
Running  329 Iterations, The Training Error rate is  5.05  and the Test Error rate is  14.6052631579
Running  330 Iterations, The Training Error rate is  4.75  and the Test Error rate is  15.1315789474
Running  331 Iterations, The Training Error rate is  5.9  and the Test Error rate is  14.8684210526
Running  332 Iterations, The Training Error rate is  5.55  and the Test Error rate is  15.3947368421
Running  333 Iterations, The Training Error rate is  6.35  and the Test Error rate is  15.2631578947
Running  334 Iterations, The Training Error rate is  6.2  and the Test Error rate is  15.6578947368
Running  335 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.5263157895
Running  336 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.7894736842
Running  337 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.9210526316
Running  338 Iterations, The Training Error rate is  7.55  and the Test Error rate is  16.0526315789
Running  339 Iterations, The Training Error rate is  8.15  and the Test Error rate is  15.9210526316
Running  340 Iterations, The Training Error rate is  8.2  and the Test Error rate is  16.0526315789
Running  341 Iterations, The Training Error rate is  7.2  and the Test Error rate is  16.0526315789
Running  342 Iterations, The Training Error rate is  7.4  and the Test Error rate is  16.1842105263
Running  343 Iterations, The Training Error rate is  6.7  and the Test Error rate is  16.1842105263
Running  344 Iterations, The Training Error rate is  6.9  and the Test Error rate is  16.1842105263
Running  345 Iterations, The Training Error rate is  5.95  and the Test Error rate is  16.1842105263
Running  346 Iterations, The Training Error rate is  6.15  and the Test Error rate is  16.3157894737
Running  347 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.0526315789
Running  348 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.0526315789
Running  349 Iterations, The Training Error rate is  4.65  and the Test Error rate is  16.1842105263
Running  350 Iterations, The Training Error rate is  4.95  and the Test Error rate is  16.1842105263
Running  351 Iterations, The Training Error rate is  5.1  and the Test Error rate is  16.4473684211
Running  352 Iterations, The Training Error rate is  5.05  and the Test Error rate is  16.4473684211
Running  353 Iterations, The Training Error rate is  4.85  and the Test Error rate is  16.0526315789
Running  354 Iterations, The Training Error rate is  4.8  and the Test Error rate is  16.1842105263
Running  355 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.7894736842
Running  356 Iterations, The Training Error rate is  4.75  and the Test Error rate is  15.7894736842
Running  357 Iterations, The Training Error rate is  4.9  and the Test Error rate is  15.3947368421
Running  358 Iterations, The Training Error rate is  4.75  and the Test Error rate is  15.3947368421
Running  359 Iterations, The Training Error rate is  4.95  and the Test Error rate is  14.8684210526
Running  360 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.8684210526
Running  361 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.0789473684
Running  362 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.0789473684
Running  363 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.2105263158
Running  364 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.2105263158
Running  365 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.6052631579
Running  366 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.4736842105
Running  367 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.7368421053
Running  368 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.8684210526
Running  369 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.2631578947
Running  370 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.2631578947
Running  371 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.9210526316
Running  372 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.9210526316
Running  373 Iterations, The Training Error rate is  4.4  and the Test Error rate is  16.0526315789
Running  374 Iterations, The Training Error rate is  4.25  and the Test Error rate is  16.0526315789
Running  375 Iterations, The Training Error rate is  4.1  and the Test Error rate is  16.0526315789
Running  376 Iterations, The Training Error rate is  4.05  and the Test Error rate is  16.1842105263
Running  377 Iterations, The Training Error rate is  3.8  and the Test Error rate is  16.1842105263
Running  378 Iterations, The Training Error rate is  3.85  and the Test Error rate is  16.1842105263
Running  379 Iterations, The Training Error rate is  3.8  and the Test Error rate is  16.3157894737
Running  380 Iterations, The Training Error rate is  3.7  and the Test Error rate is  16.3157894737
Running  381 Iterations, The Training Error rate is  3.75  and the Test Error rate is  15.9210526316
Running  382 Iterations, The Training Error rate is  3.65  and the Test Error rate is  15.9210526316
Running  383 Iterations, The Training Error rate is  3.75  and the Test Error rate is  15.6578947368
Running  384 Iterations, The Training Error rate is  3.7  and the Test Error rate is  15.6578947368
Running  385 Iterations, The Training Error rate is  3.6  and the Test Error rate is  15.3947368421
Running  386 Iterations, The Training Error rate is  3.85  and the Test Error rate is  15.3947368421
Running  387 Iterations, The Training Error rate is  3.9  and the Test Error rate is  15.2631578947
Running  388 Iterations, The Training Error rate is  4.05  and the Test Error rate is  15.2631578947
Running  389 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.8684210526
Running  390 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.8684210526
Running  391 Iterations, The Training Error rate is  4.15  and the Test Error rate is  15.0
Running  392 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.8684210526
Running  393 Iterations, The Training Error rate is  4.55  and the Test Error rate is  15.0
Running  394 Iterations, The Training Error rate is  5.15  and the Test Error rate is  14.6052631579
Running  395 Iterations, The Training Error rate is  5.25  and the Test Error rate is  14.6052631579
Running  396 Iterations, The Training Error rate is  5.45  and the Test Error rate is  14.2105263158
Running  397 Iterations, The Training Error rate is  5.45  and the Test Error rate is  14.2105263158
Running  398 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.9473684211
Running  399 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.9473684211
Running  400 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.6842105263
Running  401 Iterations, The Training Error rate is  5.6  and the Test Error rate is  13.6842105263
Running  402 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.5526315789
Running  403 Iterations, The Training Error rate is  5.35  and the Test Error rate is  13.6842105263
Running  404 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.9473684211
Running  405 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.0789473684
Running  406 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.3421052632
Running  407 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.4736842105
Running  408 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.8684210526
Running  409 Iterations, The Training Error rate is  4.75  and the Test Error rate is  15.0
Running  410 Iterations, The Training Error rate is  4.85  and the Test Error rate is  15.0
Running  411 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.1315789474
Running  412 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.1315789474
Running  413 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.1315789474
Running  414 Iterations, The Training Error rate is  4.6  and the Test Error rate is  15.3947368421
Running  415 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.5263157895
Running  416 Iterations, The Training Error rate is  5.2  and the Test Error rate is  15.6578947368
Running  417 Iterations, The Training Error rate is  5.2  and the Test Error rate is  15.6578947368
Running  418 Iterations, The Training Error rate is  5.2  and the Test Error rate is  15.5263157895
Running  419 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.5263157895
Running  420 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.0526315789
Running  421 Iterations, The Training Error rate is  5.25  and the Test Error rate is  16.0526315789
Running  422 Iterations, The Training Error rate is  5.35  and the Test Error rate is  16.5789473684
Running  423 Iterations, The Training Error rate is  5.3  and the Test Error rate is  16.5789473684
Running  424 Iterations, The Training Error rate is  5.65  and the Test Error rate is  16.4473684211
Running  425 Iterations, The Training Error rate is  5.45  and the Test Error rate is  16.3157894737
Running  426 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.9210526316
Running  427 Iterations, The Training Error rate is  5.05  and the Test Error rate is  15.9210526316
Running  428 Iterations, The Training Error rate is  4.75  and the Test Error rate is  15.7894736842
Running  429 Iterations, The Training Error rate is  4.8  and the Test Error rate is  15.7894736842
Running  430 Iterations, The Training Error rate is  4.25  and the Test Error rate is  15.3947368421
Running  431 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.3947368421
Running  432 Iterations, The Training Error rate is  4.75  and the Test Error rate is  15.1315789474
Running  433 Iterations, The Training Error rate is  4.65  and the Test Error rate is  15.1315789474
Running  434 Iterations, The Training Error rate is  4.05  and the Test Error rate is  15.0
Running  435 Iterations, The Training Error rate is  4.05  and the Test Error rate is  15.0
Running  436 Iterations, The Training Error rate is  4.1  and the Test Error rate is  15.5263157895
Running  437 Iterations, The Training Error rate is  4.1  and the Test Error rate is  15.6578947368
Running  438 Iterations, The Training Error rate is  4.3  and the Test Error rate is  15.7894736842
Running  439 Iterations, The Training Error rate is  4.25  and the Test Error rate is  15.9210526316
Running  440 Iterations, The Training Error rate is  4.75  and the Test Error rate is  16.0526315789
Running  441 Iterations, The Training Error rate is  4.8  and the Test Error rate is  16.1842105263
Running  442 Iterations, The Training Error rate is  4.15  and the Test Error rate is  15.7894736842
Running  443 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.7894736842
Running  444 Iterations, The Training Error rate is  4.1  and the Test Error rate is  15.6578947368
Running  445 Iterations, The Training Error rate is  4.15  and the Test Error rate is  15.6578947368
Running  446 Iterations, The Training Error rate is  3.85  and the Test Error rate is  15.3947368421
Running  447 Iterations, The Training Error rate is  3.8  and the Test Error rate is  15.2631578947
Running  448 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.8684210526
Running  449 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.8684210526
Running  450 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.3421052632
Running  451 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.3421052632
Running  452 Iterations, The Training Error rate is  3.05  and the Test Error rate is  14.2105263158
Running  453 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.3421052632
Running  454 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.2105263158
Running  455 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.3421052632
Running  456 Iterations, The Training Error rate is  3.25  and the Test Error rate is  14.0789473684
Running  457 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.0789473684
Running  458 Iterations, The Training Error rate is  3.1  and the Test Error rate is  14.0789473684
Running  459 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.0789473684
Running  460 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.4736842105
Running  461 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.4736842105
Running  462 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.7368421053
Running  463 Iterations, The Training Error rate is  3.8  and the Test Error rate is  14.7368421053
Running  464 Iterations, The Training Error rate is  3.85  and the Test Error rate is  14.8684210526
Running  465 Iterations, The Training Error rate is  3.65  and the Test Error rate is  14.7368421053
Running  466 Iterations, The Training Error rate is  3.8  and the Test Error rate is  15.0
Running  467 Iterations, The Training Error rate is  4.1  and the Test Error rate is  15.1315789474
Running  468 Iterations, The Training Error rate is  4.2  and the Test Error rate is  15.1315789474
Running  469 Iterations, The Training Error rate is  4.35  and the Test Error rate is  15.1315789474
Running  470 Iterations, The Training Error rate is  4.25  and the Test Error rate is  14.8684210526
Running  471 Iterations, The Training Error rate is  5.5  and the Test Error rate is  15.1315789474
Running  472 Iterations, The Training Error rate is  5.5  and the Test Error rate is  14.8684210526
Running  473 Iterations, The Training Error rate is  5.4  and the Test Error rate is  14.8684210526
Running  474 Iterations, The Training Error rate is  5.55  and the Test Error rate is  14.4736842105
Running  475 Iterations, The Training Error rate is  5.65  and the Test Error rate is  14.4736842105
Running  476 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.8157894737
Running  477 Iterations, The Training Error rate is  5.4  and the Test Error rate is  13.8157894737
Running  478 Iterations, The Training Error rate is  5.25  and the Test Error rate is  13.9473684211
Running  479 Iterations, The Training Error rate is  5.05  and the Test Error rate is  13.9473684211
Running  480 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.0789473684
Running  481 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.8157894737
Running  482 Iterations, The Training Error rate is  3.75  and the Test Error rate is  14.0789473684
Running  483 Iterations, The Training Error rate is  3.6  and the Test Error rate is  14.0789473684
Running  484 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.0789473684
Running  485 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.2105263158
Running  486 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.6052631579
Running  487 Iterations, The Training Error rate is  3.2  and the Test Error rate is  14.6052631579
Running  488 Iterations, The Training Error rate is  3.15  and the Test Error rate is  14.3421052632
Running  489 Iterations, The Training Error rate is  5.25  and the Test Error rate is  15.9210526316
Running  490 Iterations, The Training Error rate is  5.6  and the Test Error rate is  15.5263157895
Running  491 Iterations, The Training Error rate is  5.4  and the Test Error rate is  15.5263157895
Running  492 Iterations, The Training Error rate is  5.35  and the Test Error rate is  15.3947368421
Running  493 Iterations, The Training Error rate is  6.55  and the Test Error rate is  15.5263157895
Running  494 Iterations, The Training Error rate is  6.6  and the Test Error rate is  15.5263157895
Running  495 Iterations, The Training Error rate is  6.7  and the Test Error rate is  15.5263157895
Running  496 Iterations, The Training Error rate is  6.7  and the Test Error rate is  15.3947368421
Running  497 Iterations, The Training Error rate is  7.85  and the Test Error rate is  15.7894736842
Running  498 Iterations, The Training Error rate is  7.9  and the Test Error rate is  15.6578947368
Running  499 Iterations, The Training Error rate is  6.75  and the Test Error rate is  14.0789473684
Running  500 Iterations, The Training Error rate is  6.5  and the Test Error rate is  14.0789473684
Running  501 Iterations, The Training Error rate is  6.65  and the Test Error rate is  13.9473684211
Running  502 Iterations, The Training Error rate is  6.8  and the Test Error rate is  13.6842105263
Running  503 Iterations, The Training Error rate is  5.7  and the Test Error rate is  13.5526315789
Running  504 Iterations, The Training Error rate is  5.85  and the Test Error rate is  13.5526315789
Running  505 Iterations, The Training Error rate is  5.7  and the Test Error rate is  13.5526315789
Running  506 Iterations, The Training Error rate is  5.7  and the Test Error rate is  13.4210526316
Running  507 Iterations, The Training Error rate is  5.25  and the Test Error rate is  12.8947368421
Running  508 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.8947368421
Running  509 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.6315789474
Running  510 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.8947368421
Running  511 Iterations, The Training Error rate is  5.15  and the Test Error rate is  12.6315789474
Running  512 Iterations, The Training Error rate is  5.05  and the Test Error rate is  12.8947368421
Running  513 Iterations, The Training Error rate is  5.3  and the Test Error rate is  12.6315789474
Running  514 Iterations, The Training Error rate is  5.1  and the Test Error rate is  12.8947368421
Running  515 Iterations, The Training Error rate is  5.7  and the Test Error rate is  12.5
Running  516 Iterations, The Training Error rate is  5.7  and the Test Error rate is  12.7631578947
Running  517 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.1052631579
Running  518 Iterations, The Training Error rate is  5.35  and the Test Error rate is  12.3684210526
Running  519 Iterations, The Training Error rate is  4.85  and the Test Error rate is  11.8421052632
Running  520 Iterations, The Training Error rate is  4.8  and the Test Error rate is  11.8421052632
Running  521 Iterations, The Training Error rate is  4.55  and the Test Error rate is  11.4473684211
Running  522 Iterations, The Training Error rate is  4.65  and the Test Error rate is  11.4473684211
Running  523 Iterations, The Training Error rate is  4.5  and the Test Error rate is  10.9210526316
Running  524 Iterations, The Training Error rate is  4.65  and the Test Error rate is  10.9210526316
Running  525 Iterations, The Training Error rate is  4.15  and the Test Error rate is  10.7894736842
Running  526 Iterations, The Training Error rate is  4.2  and the Test Error rate is  10.7894736842
Running  527 Iterations, The Training Error rate is  3.8  and the Test Error rate is  11.0526315789
Running  528 Iterations, The Training Error rate is  3.8  and the Test Error rate is  11.0526315789
Running  529 Iterations, The Training Error rate is  3.85  and the Test Error rate is  11.3157894737
Running  530 Iterations, The Training Error rate is  3.85  and the Test Error rate is  11.3157894737
Running  531 Iterations, The Training Error rate is  4.2  and the Test Error rate is  11.5789473684
Running  532 Iterations, The Training Error rate is  4.05  and the Test Error rate is  11.5789473684
Running  533 Iterations, The Training Error rate is  4.1  and the Test Error rate is  11.5789473684
Running  534 Iterations, The Training Error rate is  3.95  and the Test Error rate is  11.5789473684
Running  535 Iterations, The Training Error rate is  3.95  and the Test Error rate is  11.4473684211
Running  536 Iterations, The Training Error rate is  3.95  and the Test Error rate is  11.4473684211
Running  537 Iterations, The Training Error rate is  3.9  and the Test Error rate is  11.4473684211
Running  538 Iterations, The Training Error rate is  4.0  and the Test Error rate is  11.4473684211
Running  539 Iterations, The Training Error rate is  3.65  and the Test Error rate is  11.5789473684
Running  540 Iterations, The Training Error rate is  3.7  and the Test Error rate is  11.5789473684
Running  541 Iterations, The Training Error rate is  3.25  and the Test Error rate is  11.5789473684
Running  542 Iterations, The Training Error rate is  3.25  and the Test Error rate is  11.5789473684
Running  543 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  544 Iterations, The Training Error rate is  3.1  and the Test Error rate is  11.7105263158
Running  545 Iterations, The Training Error rate is  2.9  and the Test Error rate is  11.8421052632
Running  546 Iterations, The Training Error rate is  2.85  and the Test Error rate is  11.7105263158
Running  547 Iterations, The Training Error rate is  2.85  and the Test Error rate is  11.7105263158
Running  548 Iterations, The Training Error rate is  2.75  and the Test Error rate is  11.5789473684
Running  549 Iterations, The Training Error rate is  3.1  and the Test Error rate is  11.4473684211
Running  550 Iterations, The Training Error rate is  3.05  and the Test Error rate is  11.3157894737
Running  551 Iterations, The Training Error rate is  3.45  and the Test Error rate is  11.1842105263
Running  552 Iterations, The Training Error rate is  3.4  and the Test Error rate is  11.0526315789
Running  553 Iterations, The Training Error rate is  3.7  and the Test Error rate is  10.7894736842
Running  554 Iterations, The Training Error rate is  3.55  and the Test Error rate is  10.6578947368
Running  555 Iterations, The Training Error rate is  3.95  and the Test Error rate is  10.5263157895
Running  556 Iterations, The Training Error rate is  3.9  and the Test Error rate is  10.6578947368
Running  557 Iterations, The Training Error rate is  4.2  and the Test Error rate is  10.5263157895
Running  558 Iterations, The Training Error rate is  4.1  and the Test Error rate is  10.3947368421
Running  559 Iterations, The Training Error rate is  4.15  and the Test Error rate is  10.3947368421
Running  560 Iterations, The Training Error rate is  4.2  and the Test Error rate is  10.3947368421
Running  561 Iterations, The Training Error rate is  3.7  and the Test Error rate is  10.5263157895
Running  562 Iterations, The Training Error rate is  3.95  and the Test Error rate is  10.6578947368
Running  563 Iterations, The Training Error rate is  3.45  and the Test Error rate is  10.9210526316
Running  564 Iterations, The Training Error rate is  3.7  and the Test Error rate is  11.3157894737
Running  565 Iterations, The Training Error rate is  3.25  and the Test Error rate is  11.4473684211
Running  566 Iterations, The Training Error rate is  3.55  and the Test Error rate is  11.5789473684
Running  567 Iterations, The Training Error rate is  3.1  and the Test Error rate is  11.7105263158
Running  568 Iterations, The Training Error rate is  3.2  and the Test Error rate is  11.9736842105
Running  569 Iterations, The Training Error rate is  2.85  and the Test Error rate is  12.2368421053
Running  570 Iterations, The Training Error rate is  2.8  and the Test Error rate is  12.5
Running  571 Iterations, The Training Error rate is  3.0  and the Test Error rate is  12.5
Running  572 Iterations, The Training Error rate is  2.85  and the Test Error rate is  12.5
Running  573 Iterations, The Training Error rate is  2.95  and the Test Error rate is  12.3684210526
Running  574 Iterations, The Training Error rate is  2.75  and the Test Error rate is  12.3684210526
Running  575 Iterations, The Training Error rate is  3.05  and the Test Error rate is  12.2368421053
Running  576 Iterations, The Training Error rate is  2.9  and the Test Error rate is  11.9736842105
Running  577 Iterations, The Training Error rate is  3.2  and the Test Error rate is  11.9736842105
Running  578 Iterations, The Training Error rate is  3.2  and the Test Error rate is  11.8421052632
Running  579 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  580 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.7105263158
Running  581 Iterations, The Training Error rate is  3.85  and the Test Error rate is  11.7105263158
Running  582 Iterations, The Training Error rate is  3.8  and the Test Error rate is  11.5789473684
Running  583 Iterations, The Training Error rate is  3.8  and the Test Error rate is  11.7105263158
Running  584 Iterations, The Training Error rate is  3.9  and the Test Error rate is  11.7105263158
Running  585 Iterations, The Training Error rate is  3.65  and the Test Error rate is  11.8421052632
Running  586 Iterations, The Training Error rate is  3.65  and the Test Error rate is  12.1052631579
Running  587 Iterations, The Training Error rate is  3.4  and the Test Error rate is  12.1052631579
Running  588 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.3684210526
Running  589 Iterations, The Training Error rate is  3.25  and the Test Error rate is  12.2368421053
Running  590 Iterations, The Training Error rate is  3.25  and the Test Error rate is  12.3684210526
Running  591 Iterations, The Training Error rate is  2.75  and the Test Error rate is  12.3684210526
Running  592 Iterations, The Training Error rate is  2.8  and the Test Error rate is  12.5
Running  593 Iterations, The Training Error rate is  2.9  and the Test Error rate is  12.6315789474
Running  594 Iterations, The Training Error rate is  2.8  and the Test Error rate is  12.5
Running  595 Iterations, The Training Error rate is  2.8  and the Test Error rate is  12.7631578947
Running  596 Iterations, The Training Error rate is  2.7  and the Test Error rate is  12.6315789474
Running  597 Iterations, The Training Error rate is  2.8  and the Test Error rate is  12.6315789474
Running  598 Iterations, The Training Error rate is  2.65  and the Test Error rate is  12.2368421053
Running  599 Iterations, The Training Error rate is  2.65  and the Test Error rate is  12.3684210526
Running  600 Iterations, The Training Error rate is  2.65  and the Test Error rate is  12.1052631579
Running  601 Iterations, The Training Error rate is  2.75  and the Test Error rate is  12.3684210526
Running  602 Iterations, The Training Error rate is  2.7  and the Test Error rate is  12.1052631579
Running  603 Iterations, The Training Error rate is  2.75  and the Test Error rate is  12.3684210526
Running  604 Iterations, The Training Error rate is  2.7  and the Test Error rate is  11.9736842105
Running  605 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  606 Iterations, The Training Error rate is  2.95  and the Test Error rate is  11.5789473684
Running  607 Iterations, The Training Error rate is  3.15  and the Test Error rate is  11.5789473684
Running  608 Iterations, The Training Error rate is  3.15  and the Test Error rate is  11.7105263158
Running  609 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.4473684211
Running  610 Iterations, The Training Error rate is  3.15  and the Test Error rate is  11.7105263158
Running  611 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  612 Iterations, The Training Error rate is  3.35  and the Test Error rate is  12.3684210526
Running  613 Iterations, The Training Error rate is  3.15  and the Test Error rate is  12.2368421053
Running  614 Iterations, The Training Error rate is  3.55  and the Test Error rate is  12.8947368421
Running  615 Iterations, The Training Error rate is  3.05  and the Test Error rate is  12.8947368421
Running  616 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.1578947368
Running  617 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.2894736842
Running  618 Iterations, The Training Error rate is  3.2  and the Test Error rate is  13.5526315789
Running  619 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.8157894737
Running  620 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.8157894737
Running  621 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.5526315789
Running  622 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.5526315789
Running  623 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.5526315789
Running  624 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.4210526316
Running  625 Iterations, The Training Error rate is  3.1  and the Test Error rate is  13.2894736842
Running  626 Iterations, The Training Error rate is  3.05  and the Test Error rate is  13.5526315789
Running  627 Iterations, The Training Error rate is  2.8  and the Test Error rate is  13.4210526316
Running  628 Iterations, The Training Error rate is  2.75  and the Test Error rate is  13.5526315789
Running  629 Iterations, The Training Error rate is  2.55  and the Test Error rate is  13.4210526316
Running  630 Iterations, The Training Error rate is  3.95  and the Test Error rate is  14.0789473684
Running  631 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.9473684211
Running  632 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.9473684211
Running  633 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.6842105263
Running  634 Iterations, The Training Error rate is  3.45  and the Test Error rate is  13.8157894737
Running  635 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.8157894737
Running  636 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.8157894737
Running  637 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.8157894737
Running  638 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.8157894737
Running  639 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.8157894737
Running  640 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.2894736842
Running  641 Iterations, The Training Error rate is  2.9  and the Test Error rate is  13.2894736842
Running  642 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.2894736842
Running  643 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.2894736842
Running  644 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.1578947368
Running  645 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.2894736842
Running  646 Iterations, The Training Error rate is  5.55  and the Test Error rate is  13.1578947368
Running  647 Iterations, The Training Error rate is  5.45  and the Test Error rate is  13.2894736842
Running  648 Iterations, The Training Error rate is  6.15  and the Test Error rate is  13.1578947368
Running  649 Iterations, The Training Error rate is  6.15  and the Test Error rate is  13.2894736842
Running  650 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.0263157895
Running  651 Iterations, The Training Error rate is  5.5  and the Test Error rate is  12.8947368421
Running  652 Iterations, The Training Error rate is  4.9  and the Test Error rate is  12.7631578947
Running  653 Iterations, The Training Error rate is  4.95  and the Test Error rate is  12.7631578947
Running  654 Iterations, The Training Error rate is  4.6  and the Test Error rate is  12.8947368421
Running  655 Iterations, The Training Error rate is  4.55  and the Test Error rate is  12.8947368421
Running  656 Iterations, The Training Error rate is  4.2  and the Test Error rate is  12.7631578947
Running  657 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.1578947368
Running  658 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.0263157895
Running  659 Iterations, The Training Error rate is  3.95  and the Test Error rate is  12.8947368421
Running  660 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.1578947368
Running  661 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.2894736842
Running  662 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.2894736842
Running  663 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.5526315789
Running  664 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.2894736842
Running  665 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.5526315789
Running  666 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.5526315789
Running  667 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.4210526316
Running  668 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.6842105263
Running  669 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.5526315789
Running  670 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.5526315789
Running  671 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.6842105263
Running  672 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.8157894737
Running  673 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.5526315789
Running  674 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.8157894737
Running  675 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.5526315789
Running  676 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.8157894737
Running  677 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.6842105263
Running  678 Iterations, The Training Error rate is  3.25  and the Test Error rate is  13.6842105263
Running  679 Iterations, The Training Error rate is  3.3  and the Test Error rate is  14.0789473684
Running  680 Iterations, The Training Error rate is  3.5  and the Test Error rate is  14.0789473684
Running  681 Iterations, The Training Error rate is  3.35  and the Test Error rate is  14.0789473684
Running  682 Iterations, The Training Error rate is  4.35  and the Test Error rate is  14.0789473684
Running  683 Iterations, The Training Error rate is  4.35  and the Test Error rate is  14.3421052632
Running  684 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.3421052632
Running  685 Iterations, The Training Error rate is  5.05  and the Test Error rate is  14.3421052632
Running  686 Iterations, The Training Error rate is  5.35  and the Test Error rate is  14.2105263158
Running  687 Iterations, The Training Error rate is  5.35  and the Test Error rate is  14.0789473684
Running  688 Iterations, The Training Error rate is  5.55  and the Test Error rate is  14.0789473684
Running  689 Iterations, The Training Error rate is  5.5  and the Test Error rate is  13.8157894737
Running  690 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.8157894737
Running  691 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.8157894737
Running  692 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.8157894737
Running  693 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.8157894737
Running  694 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.8157894737
Running  695 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.9473684211
Running  696 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.0789473684
Running  697 Iterations, The Training Error rate is  4.05  and the Test Error rate is  14.2105263158
Running  698 Iterations, The Training Error rate is  4.0  and the Test Error rate is  14.2105263158
Running  699 Iterations, The Training Error rate is  4.0  and the Test Error rate is  14.3421052632
Running  700 Iterations, The Training Error rate is  4.1  and the Test Error rate is  14.0789473684
Running  701 Iterations, The Training Error rate is  4.15  and the Test Error rate is  14.2105263158
Running  702 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.9473684211
Running  703 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.9473684211
Running  704 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.8157894737
Running  705 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.9473684211
Running  706 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.8157894737
Running  707 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.8157894737
Running  708 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.6842105263
Running  709 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.5526315789
Running  710 Iterations, The Training Error rate is  3.3  and the Test Error rate is  13.2894736842
Running  711 Iterations, The Training Error rate is  3.35  and the Test Error rate is  13.1578947368
Running  712 Iterations, The Training Error rate is  2.95  and the Test Error rate is  13.1578947368
Running  713 Iterations, The Training Error rate is  3.0  and the Test Error rate is  13.0263157895
Running  714 Iterations, The Training Error rate is  3.1  and the Test Error rate is  12.6315789474
Running  715 Iterations, The Training Error rate is  2.85  and the Test Error rate is  12.3684210526
Running  716 Iterations, The Training Error rate is  2.85  and the Test Error rate is  12.2368421053
Running  717 Iterations, The Training Error rate is  2.6  and the Test Error rate is  12.1052631579
Running  718 Iterations, The Training Error rate is  2.7  and the Test Error rate is  11.9736842105
Running  719 Iterations, The Training Error rate is  2.6  and the Test Error rate is  12.1052631579
Running  720 Iterations, The Training Error rate is  2.75  and the Test Error rate is  12.3684210526
Running  721 Iterations, The Training Error rate is  2.65  and the Test Error rate is  12.5
Running  722 Iterations, The Training Error rate is  3.3  and the Test Error rate is  12.5
Running  723 Iterations, The Training Error rate is  3.3  and the Test Error rate is  12.6315789474
Running  724 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.0263157895
Running  725 Iterations, The Training Error rate is  3.4  and the Test Error rate is  13.1578947368
Running  726 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.2894736842
Running  727 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.4210526316
Running  728 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.5526315789
Running  729 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.5526315789
Running  730 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.6842105263
Running  731 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.4210526316
Running  732 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.5526315789
Running  733 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.4210526316


 "VOILA!!!!!!!!!  ZERO ERROR NOW FULLY CLASSIFIED"
Running  734 Iterations, The Error rate is  0

The L2 Normalized data gets separated with 733 iterations. The data preprocessing is here to identify the linear surface of separation.

1.3 Lets now move into plotting the error rate as a function of iteration.

In [11]:
%config InlineBackend.figure_format = 'retina'
ax = plt.subplots()[1]
ax.plot(list(range(0,8000,100)),[err for i,err in enumerate(trainErrorRates) if i%100 == 0], 'r',label = "trainErrorRates")
ax.plot(list(range(0,8000,100)),[err for i,err in enumerate(testErrorRates) if i%100 == 0], 'g', label = "testErrorRates")
legend = ax.legend()
plt.title("Error rates for raw data", fontsize=14)
plt.xlabel("Number of Iterations")
plt.ylabel("Error rate")
plt.show();
In [12]:
%config InlineBackend.figure_format = 'retina'
ax = plt.subplots()[1]
ax.plot(list(range(0,8000,100)),[err for i,err in enumerate(trainErrorRatesL1Norm) if i%100 == 0], 'r',label = "trainErrorRates")
ax.plot(list(range(0,8000,100)),[err for i,err in enumerate(testErrorRatesL1Norm) if i%100 == 0], 'g', label = "testErrorRates")
legend = ax.legend()
plt.title("Error rates for l1 Normalized data", fontsize=14)
plt.xlabel("Number of Iterations")
plt.ylabel("Error rate")
plt.show();
In [13]:
%config InlineBackend.figure_format = 'retina'
ax = plt.subplots()[1]
ax.plot(list(range(0,800,10)), [err for i,err in enumerate(trainErrorRatesL1Norm) if (i%10  == 0 and i < 800)], 'r',label = "trainErrorRates")
ax.plot(list(range(0,800,10)), [err for i,err in enumerate(testErrorRatesL1Norm) if (i%10  == 0 and i < 800)], 'g', label = "testErrorRates")
legend = ax.legend()
plt.title("Error rates for l2 Normalized data", fontsize=14)
plt.xlabel("Number of Iterations")
plt.ylabel("Error rate")
plt.show();

1.4 Rewriting the perpectron algorithm and using the average weights instead of the original updated weights.

In [14]:
def buildPerceptronUsingAverageWeights(train_data, train_labels, test_data, test_labels):
    weights = np.zeros(num_of_features)
    newWeights = weights
    bias = 0
    newBias = bias
    iterations = 8000
    t = 0
    trainErrorRates = np.zeros(iterations)
    testErrorRates = np.zeros(iterations)
    
    while(t<iterations):
        sampleNumber = findInvalidClassification(weights,bias,train_data,train_labels)
        if(sampleNumber == -1):
            print("Running ",t-10,"Iterations, The Error rate is ",0)
            break
        else:
            weights = weights + train_labels[sampleNumber]*train_data[sampleNumber]
            newWeights = (weights + newWeights*t)/(t+1)
            bias = bias + train_labels[sampleNumber]
            newBias = (bias + newBias*t)/(t+1)
        trainErrorRates[t] = trainErrorRate(train_data, train_labels,newWeights,newBias)
        testErrorRates[t] = testErrorRate(test_data,test_labels,newWeights,newBias)
        if(t > 9):
            print("Running ",t-10,"Iterations, The Training Error rate is ",np.sum(trainErrorRates[t-9:t+1])/10," and the Test Error rate \
is ",np.sum(testErrorRates[t-9:t+1])/10)
        t+=1
    return trainErrorRates,testErrorRates

feature_train,label_train,feature_test,label_test = acquireData()

feature_train_l1Normalized = preprocessUsingl1Norm(feature_train)
feature_test_l1Normalized = preprocessUsingl1Norm(feature_test)

feature_train_l2Normalized = preprocessUsingl2Norm(feature_train)
feature_test_l2Normalized = preprocessUsingl2Norm(feature_test)
In [15]:
trainErrorRates,testErrorRates = buildPerceptronUsingAverageWeights(feature_train, label_train, feature_test, label_test)
Running  0 Iterations, The Training Error rate is  49.9  and the Test Error rate is  58.0263157895
Running  1 Iterations, The Training Error rate is  47.6  and the Test Error rate is  55.7894736842
Running  2 Iterations, The Training Error rate is  44.9  and the Test Error rate is  52.2368421053
Running  3 Iterations, The Training Error rate is  45.5  and the Test Error rate is  52.2368421053
Running  4 Iterations, The Training Error rate is  43.05  and the Test Error rate is  48.9473684211
Running  5 Iterations, The Training Error rate is  41.2  and the Test Error rate is  46.9736842105
Running  6 Iterations, The Training Error rate is  38.75  and the Test Error rate is  43.5526315789
Running  7 Iterations, The Training Error rate is  36.35  and the Test Error rate is  40.3947368421
Running  8 Iterations, The Training Error rate is  33.4  and the Test Error rate is  37.1052631579
Running  9 Iterations, The Training Error rate is  30.9  and the Test Error rate is  34.2105263158
Running  10 Iterations, The Training Error rate is  28.95  and the Test Error rate is  31.5789473684
Running  11 Iterations, The Training Error rate is  28.45  and the Test Error rate is  30.2631578947
Running  12 Iterations, The Training Error rate is  28.25  and the Test Error rate is  29.6052631579
Running  13 Iterations, The Training Error rate is  27.4  and the Test Error rate is  28.6842105263
Running  14 Iterations, The Training Error rate is  27.1  and the Test Error rate is  28.0263157895
Running  15 Iterations, The Training Error rate is  26.45  and the Test Error rate is  26.5789473684
Running  16 Iterations, The Training Error rate is  26.15  and the Test Error rate is  25.9210526316
Running  17 Iterations, The Training Error rate is  25.85  and the Test Error rate is  25.1315789474
Running  18 Iterations, The Training Error rate is  25.75  and the Test Error rate is  24.6052631579
Running  19 Iterations, The Training Error rate is  25.65  and the Test Error rate is  24.0789473684
Running  20 Iterations, The Training Error rate is  25.35  and the Test Error rate is  23.8157894737
Running  21 Iterations, The Training Error rate is  24.9  and the Test Error rate is  23.6842105263
Running  22 Iterations, The Training Error rate is  24.9  and the Test Error rate is  23.8157894737
Running  23 Iterations, The Training Error rate is  25.0  and the Test Error rate is  23.8157894737
Running  24 Iterations, The Training Error rate is  24.75  and the Test Error rate is  23.6842105263
Running  25 Iterations, The Training Error rate is  24.5  and the Test Error rate is  23.6842105263
Running  26 Iterations, The Training Error rate is  24.45  and the Test Error rate is  23.8157894737
Running  27 Iterations, The Training Error rate is  24.5  and the Test Error rate is  23.9473684211
Running  28 Iterations, The Training Error rate is  24.8  and the Test Error rate is  24.4736842105
Running  29 Iterations, The Training Error rate is  25.2  and the Test Error rate is  25.0
Running  30 Iterations, The Training Error rate is  25.45  and the Test Error rate is  25.3947368421
Running  31 Iterations, The Training Error rate is  25.8  and the Test Error rate is  25.6578947368
Running  32 Iterations, The Training Error rate is  26.05  and the Test Error rate is  25.7894736842
Running  33 Iterations, The Training Error rate is  26.25  and the Test Error rate is  25.9210526316
Running  34 Iterations, The Training Error rate is  26.45  and the Test Error rate is  26.0526315789
Running  35 Iterations, The Training Error rate is  26.65  and the Test Error rate is  26.0526315789
Running  36 Iterations, The Training Error rate is  26.8  and the Test Error rate is  25.9210526316
Running  37 Iterations, The Training Error rate is  26.8  and the Test Error rate is  25.6578947368
Running  38 Iterations, The Training Error rate is  26.9  and the Test Error rate is  25.1315789474
Running  39 Iterations, The Training Error rate is  26.95  and the Test Error rate is  24.6052631579
Running  40 Iterations, The Training Error rate is  27.0  and the Test Error rate is  24.0789473684
Running  41 Iterations, The Training Error rate is  27.05  and the Test Error rate is  23.6842105263
Running  42 Iterations, The Training Error rate is  27.15  and the Test Error rate is  23.2894736842
Running  43 Iterations, The Training Error rate is  27.05  and the Test Error rate is  23.0263157895
Running  44 Iterations, The Training Error rate is  26.9  and the Test Error rate is  22.7631578947
Running  45 Iterations, The Training Error rate is  26.75  and the Test Error rate is  22.5
Running  46 Iterations, The Training Error rate is  26.65  and the Test Error rate is  22.3684210526
Running  47 Iterations, The Training Error rate is  26.45  and the Test Error rate is  22.3684210526
Running  48 Iterations, The Training Error rate is  26.2  and the Test Error rate is  22.3684210526
Running  49 Iterations, The Training Error rate is  25.95  and the Test Error rate is  22.3684210526
Running  50 Iterations, The Training Error rate is  25.65  and the Test Error rate is  22.3684210526
Running  51 Iterations, The Training Error rate is  25.35  and the Test Error rate is  22.3684210526
Running  52 Iterations, The Training Error rate is  24.95  and the Test Error rate is  22.2368421053
Running  53 Iterations, The Training Error rate is  24.8  and the Test Error rate is  22.1052631579
Running  54 Iterations, The Training Error rate is  24.65  and the Test Error rate is  21.9736842105
Running  55 Iterations, The Training Error rate is  24.5  and the Test Error rate is  21.8421052632
Running  56 Iterations, The Training Error rate is  24.35  and the Test Error rate is  21.7105263158
Running  57 Iterations, The Training Error rate is  24.2  and the Test Error rate is  21.5789473684
Running  58 Iterations, The Training Error rate is  24.0  and the Test Error rate is  21.3157894737
Running  59 Iterations, The Training Error rate is  23.85  and the Test Error rate is  21.1842105263
Running  60 Iterations, The Training Error rate is  23.7  and the Test Error rate is  21.0526315789
Running  61 Iterations, The Training Error rate is  23.55  and the Test Error rate is  20.7894736842
Running  62 Iterations, The Training Error rate is  23.4  and the Test Error rate is  20.6578947368
Running  63 Iterations, The Training Error rate is  23.3  and the Test Error rate is  20.5263157895
Running  64 Iterations, The Training Error rate is  23.35  and the Test Error rate is  20.3947368421
Running  65 Iterations, The Training Error rate is  23.3  and the Test Error rate is  20.2631578947
Running  66 Iterations, The Training Error rate is  23.15  and the Test Error rate is  20.1315789474
Running  67 Iterations, The Training Error rate is  23.1  and the Test Error rate is  20.0
Running  68 Iterations, The Training Error rate is  23.0  and the Test Error rate is  20.0
Running  69 Iterations, The Training Error rate is  22.85  and the Test Error rate is  19.8684210526
Running  70 Iterations, The Training Error rate is  22.75  and the Test Error rate is  19.7368421053
Running  71 Iterations, The Training Error rate is  22.6  and the Test Error rate is  19.7368421053
Running  72 Iterations, The Training Error rate is  22.5  and the Test Error rate is  19.7368421053
Running  73 Iterations, The Training Error rate is  22.3  and the Test Error rate is  19.7368421053
Running  74 Iterations, The Training Error rate is  22.05  and the Test Error rate is  19.7368421053
Running  75 Iterations, The Training Error rate is  21.85  and the Test Error rate is  19.7368421053
Running  76 Iterations, The Training Error rate is  21.75  and the Test Error rate is  19.7368421053
Running  77 Iterations, The Training Error rate is  21.6  and the Test Error rate is  19.7368421053
Running  78 Iterations, The Training Error rate is  21.5  and the Test Error rate is  19.7368421053
Running  79 Iterations, The Training Error rate is  21.35  and the Test Error rate is  19.7368421053
Running  80 Iterations, The Training Error rate is  21.2  and the Test Error rate is  19.7368421053
Running  81 Iterations, The Training Error rate is  21.15  and the Test Error rate is  19.7368421053
Running  82 Iterations, The Training Error rate is  21.15  and the Test Error rate is  19.7368421053
Running  83 Iterations, The Training Error rate is  21.1  and the Test Error rate is  19.7368421053
Running  84 Iterations, The Training Error rate is  21.05  and the Test Error rate is  19.8684210526
Running  85 Iterations, The Training Error rate is  20.95  and the Test Error rate is  20.0
Running  86 Iterations, The Training Error rate is  20.85  and the Test Error rate is  20.1315789474
Running  87 Iterations, The Training Error rate is  20.8  and the Test Error rate is  20.2631578947
Running  88 Iterations, The Training Error rate is  20.75  and the Test Error rate is  20.3947368421
Running  89 Iterations, The Training Error rate is  20.75  and the Test Error rate is  20.5263157895
Running  90 Iterations, The Training Error rate is  20.8  and the Test Error rate is  20.6578947368
Running  91 Iterations, The Training Error rate is  20.8  and the Test Error rate is  20.7894736842
Running  92 Iterations, The Training Error rate is  20.75  and the Test Error rate is  20.9210526316
Running  93 Iterations, The Training Error rate is  20.75  and the Test Error rate is  21.0526315789
Running  94 Iterations, The Training Error rate is  20.6  and the Test Error rate is  21.0526315789
Running  95 Iterations, The Training Error rate is  20.5  and the Test Error rate is  21.1842105263
Running  96 Iterations, The Training Error rate is  20.3  and the Test Error rate is  21.3157894737
Running  97 Iterations, The Training Error rate is  20.1  and the Test Error rate is  21.5789473684
Running  98 Iterations, The Training Error rate is  19.9  and the Test Error rate is  21.8421052632
Running  99 Iterations, The Training Error rate is  19.65  and the Test Error rate is  21.9736842105
Running  100 Iterations, The Training Error rate is  19.35  and the Test Error rate is  22.1052631579
Running  101 Iterations, The Training Error rate is  19.1  and the Test Error rate is  22.2368421053
Running  102 Iterations, The Training Error rate is  18.9  and the Test Error rate is  22.3684210526
Running  103 Iterations, The Training Error rate is  18.7  and the Test Error rate is  22.5
Running  104 Iterations, The Training Error rate is  18.65  and the Test Error rate is  22.6315789474
Running  105 Iterations, The Training Error rate is  18.6  and the Test Error rate is  22.6315789474
Running  106 Iterations, The Training Error rate is  18.65  and the Test Error rate is  22.6315789474
Running  107 Iterations, The Training Error rate is  18.65  and the Test Error rate is  22.5
Running  108 Iterations, The Training Error rate is  18.65  and the Test Error rate is  22.3684210526
Running  109 Iterations, The Training Error rate is  18.7  and the Test Error rate is  22.3684210526
Running  110 Iterations, The Training Error rate is  18.75  and the Test Error rate is  22.3684210526
Running  111 Iterations, The Training Error rate is  18.7  and the Test Error rate is  22.3684210526
Running  112 Iterations, The Training Error rate is  18.55  and the Test Error rate is  22.3684210526
Running  113 Iterations, The Training Error rate is  18.4  and the Test Error rate is  22.3684210526
Running  114 Iterations, The Training Error rate is  18.2  and the Test Error rate is  22.3684210526
Running  115 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  116 Iterations, The Training Error rate is  17.8  and the Test Error rate is  22.3684210526
Running  117 Iterations, The Training Error rate is  17.65  and the Test Error rate is  22.3684210526
Running  118 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  119 Iterations, The Training Error rate is  17.35  and the Test Error rate is  22.3684210526
Running  120 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.3684210526
Running  121 Iterations, The Training Error rate is  17.1  and the Test Error rate is  22.3684210526
Running  122 Iterations, The Training Error rate is  17.05  and the Test Error rate is  22.3684210526
Running  123 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.3684210526
Running  124 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.3684210526
Running  125 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.3684210526
Running  126 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.3684210526
Running  127 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.3684210526
Running  128 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.3684210526
Running  129 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.3684210526
Running  130 Iterations, The Training Error rate is  16.95  and the Test Error rate is  22.3684210526
Running  131 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.3684210526
Running  132 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.3684210526
Running  133 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.3684210526
Running  134 Iterations, The Training Error rate is  16.75  and the Test Error rate is  22.3684210526
Running  135 Iterations, The Training Error rate is  16.65  and the Test Error rate is  22.3684210526
Running  136 Iterations, The Training Error rate is  16.55  and the Test Error rate is  22.3684210526
Running  137 Iterations, The Training Error rate is  16.45  and the Test Error rate is  22.3684210526
Running  138 Iterations, The Training Error rate is  16.3  and the Test Error rate is  22.3684210526
Running  139 Iterations, The Training Error rate is  16.15  and the Test Error rate is  22.3684210526
Running  140 Iterations, The Training Error rate is  16.05  and the Test Error rate is  22.3684210526
Running  141 Iterations, The Training Error rate is  15.95  and the Test Error rate is  22.3684210526
Running  142 Iterations, The Training Error rate is  15.85  and the Test Error rate is  22.3684210526
Running  143 Iterations, The Training Error rate is  15.75  and the Test Error rate is  22.3684210526
Running  144 Iterations, The Training Error rate is  15.65  and the Test Error rate is  22.3684210526
Running  145 Iterations, The Training Error rate is  15.6  and the Test Error rate is  22.3684210526
Running  146 Iterations, The Training Error rate is  15.55  and the Test Error rate is  22.3684210526
Running  147 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  148 Iterations, The Training Error rate is  15.35  and the Test Error rate is  22.3684210526
Running  149 Iterations, The Training Error rate is  15.2  and the Test Error rate is  22.3684210526
Running  150 Iterations, The Training Error rate is  15.05  and the Test Error rate is  22.3684210526
Running  151 Iterations, The Training Error rate is  14.9  and the Test Error rate is  22.3684210526
Running  152 Iterations, The Training Error rate is  14.75  and the Test Error rate is  22.2368421053
Running  153 Iterations, The Training Error rate is  14.6  and the Test Error rate is  22.1052631579
Running  154 Iterations, The Training Error rate is  14.45  and the Test Error rate is  21.9736842105
Running  155 Iterations, The Training Error rate is  14.3  and the Test Error rate is  21.8421052632
Running  156 Iterations, The Training Error rate is  14.15  and the Test Error rate is  21.7105263158
Running  157 Iterations, The Training Error rate is  14.0  and the Test Error rate is  21.4473684211
Running  158 Iterations, The Training Error rate is  14.0  and the Test Error rate is  21.1842105263
Running  159 Iterations, The Training Error rate is  14.0  and the Test Error rate is  20.9210526316
Running  160 Iterations, The Training Error rate is  14.0  and the Test Error rate is  20.6578947368
Running  161 Iterations, The Training Error rate is  13.95  and the Test Error rate is  20.3947368421
Running  162 Iterations, The Training Error rate is  13.9  and the Test Error rate is  20.2631578947
Running  163 Iterations, The Training Error rate is  13.85  and the Test Error rate is  20.1315789474
Running  164 Iterations, The Training Error rate is  13.75  and the Test Error rate is  20.0
Running  165 Iterations, The Training Error rate is  13.65  and the Test Error rate is  19.7368421053
Running  166 Iterations, The Training Error rate is  13.55  and the Test Error rate is  19.4736842105
Running  167 Iterations, The Training Error rate is  13.45  and the Test Error rate is  19.3421052632
Running  168 Iterations, The Training Error rate is  13.3  and the Test Error rate is  19.2105263158
Running  169 Iterations, The Training Error rate is  13.1  and the Test Error rate is  19.0789473684
Running  170 Iterations, The Training Error rate is  12.85  and the Test Error rate is  18.9473684211
Running  171 Iterations, The Training Error rate is  12.65  and the Test Error rate is  18.8157894737
Running  172 Iterations, The Training Error rate is  12.45  and the Test Error rate is  18.6842105263
Running  173 Iterations, The Training Error rate is  12.25  and the Test Error rate is  18.5526315789
Running  174 Iterations, The Training Error rate is  12.0  and the Test Error rate is  18.4210526316
Running  175 Iterations, The Training Error rate is  11.7  and the Test Error rate is  18.4210526316
Running  176 Iterations, The Training Error rate is  11.4  and the Test Error rate is  18.4210526316
Running  177 Iterations, The Training Error rate is  11.1  and the Test Error rate is  18.4210526316
Running  178 Iterations, The Training Error rate is  10.85  and the Test Error rate is  18.4210526316
Running  179 Iterations, The Training Error rate is  10.65  and the Test Error rate is  18.4210526316
Running  180 Iterations, The Training Error rate is  10.5  and the Test Error rate is  18.4210526316
Running  181 Iterations, The Training Error rate is  10.35  and the Test Error rate is  18.4210526316
Running  182 Iterations, The Training Error rate is  10.2  and the Test Error rate is  18.4210526316
Running  183 Iterations, The Training Error rate is  10.05  and the Test Error rate is  18.4210526316
Running  184 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  185 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  186 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  187 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  188 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  189 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.2894736842
Running  190 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.1578947368
Running  191 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.0263157895
Running  192 Iterations, The Training Error rate is  10.0  and the Test Error rate is  17.8947368421
Running  193 Iterations, The Training Error rate is  10.0  and the Test Error rate is  17.7631578947
Running  194 Iterations, The Training Error rate is  9.95  and the Test Error rate is  17.5
Running  195 Iterations, The Training Error rate is  9.9  and the Test Error rate is  17.2368421053
Running  196 Iterations, The Training Error rate is  9.85  and the Test Error rate is  16.9736842105
Running  197 Iterations, The Training Error rate is  9.75  and the Test Error rate is  16.7105263158
Running  198 Iterations, The Training Error rate is  9.65  and the Test Error rate is  16.4473684211
Running  199 Iterations, The Training Error rate is  9.55  and the Test Error rate is  16.3157894737
Running  200 Iterations, The Training Error rate is  9.45  and the Test Error rate is  16.1842105263
Running  201 Iterations, The Training Error rate is  9.35  and the Test Error rate is  16.0526315789
Running  202 Iterations, The Training Error rate is  9.25  and the Test Error rate is  15.9210526316
Running  203 Iterations, The Training Error rate is  9.15  and the Test Error rate is  15.7894736842
Running  204 Iterations, The Training Error rate is  9.1  and the Test Error rate is  15.7894736842
Running  205 Iterations, The Training Error rate is  9.05  and the Test Error rate is  15.7894736842
Running  206 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  207 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  208 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  209 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  210 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  211 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  212 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  213 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  214 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  215 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  216 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  217 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  218 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  219 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  220 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  221 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  222 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  223 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  224 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  225 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  226 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  227 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  228 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  229 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  230 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  231 Iterations, The Training Error rate is  9.0  and the Test Error rate is  15.7894736842
Running  232 Iterations, The Training Error rate is  8.95  and the Test Error rate is  15.7894736842
Running  233 Iterations, The Training Error rate is  8.9  and the Test Error rate is  15.7894736842
Running  234 Iterations, The Training Error rate is  8.85  and the Test Error rate is  15.7894736842
Running  235 Iterations, The Training Error rate is  8.8  and the Test Error rate is  15.7894736842
Running  236 Iterations, The Training Error rate is  8.75  and the Test Error rate is  15.7894736842
Running  237 Iterations, The Training Error rate is  8.7  and the Test Error rate is  15.7894736842
Running  238 Iterations, The Training Error rate is  8.65  and the Test Error rate is  15.7894736842
Running  239 Iterations, The Training Error rate is  8.6  and the Test Error rate is  15.7894736842
Running  240 Iterations, The Training Error rate is  8.55  and the Test Error rate is  15.7894736842
Running  241 Iterations, The Training Error rate is  8.45  and the Test Error rate is  15.7894736842
Running  242 Iterations, The Training Error rate is  8.4  and the Test Error rate is  15.7894736842
Running  243 Iterations, The Training Error rate is  8.35  and the Test Error rate is  15.7894736842
Running  244 Iterations, The Training Error rate is  8.3  and the Test Error rate is  15.7894736842
Running  245 Iterations, The Training Error rate is  8.25  and the Test Error rate is  15.7894736842
Running  246 Iterations, The Training Error rate is  8.2  and the Test Error rate is  15.7894736842
Running  247 Iterations, The Training Error rate is  8.15  and the Test Error rate is  15.7894736842
Running  248 Iterations, The Training Error rate is  8.1  and the Test Error rate is  15.7894736842
Running  249 Iterations, The Training Error rate is  8.0  and the Test Error rate is  15.7894736842
Running  250 Iterations, The Training Error rate is  7.9  and the Test Error rate is  15.7894736842
Running  251 Iterations, The Training Error rate is  7.85  and the Test Error rate is  15.7894736842
Running  252 Iterations, The Training Error rate is  7.8  and the Test Error rate is  15.7894736842
Running  253 Iterations, The Training Error rate is  7.75  and the Test Error rate is  15.7894736842
Running  254 Iterations, The Training Error rate is  7.7  and the Test Error rate is  15.7894736842
Running  255 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.7894736842
Running  256 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.7894736842
Running  257 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  258 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  259 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  260 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  261 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  262 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  263 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  264 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  265 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  266 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  267 Iterations, The Training Error rate is  7.5  and the Test Error rate is  15.7894736842
Running  268 Iterations, The Training Error rate is  7.55  and the Test Error rate is  15.7894736842
Running  269 Iterations, The Training Error rate is  7.6  and the Test Error rate is  15.7894736842
Running  270 Iterations, The Training Error rate is  7.65  and the Test Error rate is  15.7894736842
Running  271 Iterations, The Training Error rate is  7.7  and the Test Error rate is  15.7894736842
Running  272 Iterations, The Training Error rate is  7.75  and the Test Error rate is  15.7894736842
Running  273 Iterations, The Training Error rate is  7.8  and the Test Error rate is  15.7894736842
Running  274 Iterations, The Training Error rate is  7.85  and the Test Error rate is  15.7894736842
Running  275 Iterations, The Training Error rate is  7.9  and the Test Error rate is  15.7894736842
Running  276 Iterations, The Training Error rate is  7.95  and the Test Error rate is  15.7894736842
Running  277 Iterations, The Training Error rate is  7.95  and the Test Error rate is  15.7894736842
Running  278 Iterations, The Training Error rate is  7.9  and the Test Error rate is  15.7894736842
Running  279 Iterations, The Training Error rate is  7.85  and the Test Error rate is  15.7894736842
Running  280 Iterations, The Training Error rate is  7.8  and the Test Error rate is  15.9210526316
Running  281 Iterations, The Training Error rate is  7.75  and the Test Error rate is  16.0526315789
Running  282 Iterations, The Training Error rate is  7.7  and the Test Error rate is  16.1842105263
Running  283 Iterations, The Training Error rate is  7.65  and the Test Error rate is  16.3157894737
Running  284 Iterations, The Training Error rate is  7.6  and the Test Error rate is  16.4473684211
Running  285 Iterations, The Training Error rate is  7.55  and the Test Error rate is  16.5789473684
Running  286 Iterations, The Training Error rate is  7.5  and the Test Error rate is  16.7105263158
Running  287 Iterations, The Training Error rate is  7.5  and the Test Error rate is  16.8421052632
Running  288 Iterations, The Training Error rate is  7.5  and the Test Error rate is  16.9736842105
Running  289 Iterations, The Training Error rate is  7.45  and the Test Error rate is  17.1052631579
Running  290 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.1052631579
Running  291 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.1052631579
Running  292 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.1052631579
Running  293 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.1052631579
Running  294 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.1052631579
Running  295 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.1052631579
Running  296 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.1052631579
Running  297 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.1052631579
Running  298 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  299 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  300 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  301 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  302 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  303 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  304 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  305 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  306 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  307 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  308 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  309 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  310 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.9736842105
Running  311 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.8421052632
Running  312 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.7105263158
Running  313 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.5789473684
Running  314 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.4473684211
Running  315 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.3157894737
Running  316 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.1842105263
Running  317 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.0526315789
Running  318 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.9210526316
Running  319 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  320 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  321 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  322 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  323 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  324 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  325 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  326 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  327 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  328 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  329 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  330 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  331 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  332 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  333 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  334 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  335 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  336 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  337 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  338 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  339 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  340 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  341 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  342 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  343 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  344 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.7894736842
Running  345 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.9210526316
Running  346 Iterations, The Training Error rate is  6.85  and the Test Error rate is  16.0526315789
Running  347 Iterations, The Training Error rate is  6.8  and the Test Error rate is  16.1842105263
Running  348 Iterations, The Training Error rate is  6.75  and the Test Error rate is  16.3157894737
Running  349 Iterations, The Training Error rate is  6.7  and the Test Error rate is  16.4473684211
Running  350 Iterations, The Training Error rate is  6.65  and the Test Error rate is  16.5789473684
Running  351 Iterations, The Training Error rate is  6.6  and the Test Error rate is  16.7105263158
Running  352 Iterations, The Training Error rate is  6.55  and the Test Error rate is  16.8421052632
Running  353 Iterations, The Training Error rate is  6.5  and the Test Error rate is  16.9736842105
Running  354 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  355 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  356 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  357 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  358 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  359 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  360 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  361 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  362 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  363 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  364 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  365 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  366 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  367 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  368 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  369 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  370 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  371 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  372 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  373 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  374 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  375 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  376 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  377 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  378 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  379 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  380 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  381 Iterations, The Training Error rate is  6.5  and the Test Error rate is  17.1052631579
Running  382 Iterations, The Training Error rate is  6.45  and the Test Error rate is  17.1052631579
Running  383 Iterations, The Training Error rate is  6.4  and the Test Error rate is  17.1052631579
Running  384 Iterations, The Training Error rate is  6.35  and the Test Error rate is  17.1052631579
Running  385 Iterations, The Training Error rate is  6.3  and the Test Error rate is  17.1052631579
Running  386 Iterations, The Training Error rate is  6.25  and the Test Error rate is  17.1052631579
Running  387 Iterations, The Training Error rate is  6.2  and the Test Error rate is  17.1052631579
Running  388 Iterations, The Training Error rate is  6.15  and the Test Error rate is  17.1052631579
Running  389 Iterations, The Training Error rate is  6.1  and the Test Error rate is  17.1052631579
Running  390 Iterations, The Training Error rate is  6.05  and the Test Error rate is  17.1052631579
Running  391 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  392 Iterations, The Training Error rate is  5.95  and the Test Error rate is  17.1052631579
Running  393 Iterations, The Training Error rate is  5.9  and the Test Error rate is  17.1052631579
Running  394 Iterations, The Training Error rate is  5.85  and the Test Error rate is  17.1052631579
Running  395 Iterations, The Training Error rate is  5.8  and the Test Error rate is  17.1052631579
Running  396 Iterations, The Training Error rate is  5.75  and the Test Error rate is  17.1052631579
Running  397 Iterations, The Training Error rate is  5.7  and the Test Error rate is  17.1052631579
Running  398 Iterations, The Training Error rate is  5.65  and the Test Error rate is  17.1052631579
Running  399 Iterations, The Training Error rate is  5.6  and the Test Error rate is  17.1052631579
Running  400 Iterations, The Training Error rate is  5.55  and the Test Error rate is  17.1052631579
Running  401 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  402 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  403 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  404 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  405 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  406 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  407 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  408 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  409 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  410 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  411 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  412 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  413 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  414 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  415 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  416 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  417 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  418 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  419 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  420 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  421 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  422 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  423 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  424 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  425 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  426 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  427 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  428 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  429 Iterations, The Training Error rate is  5.45  and the Test Error rate is  17.1052631579
Running  430 Iterations, The Training Error rate is  5.4  and the Test Error rate is  17.1052631579
Running  431 Iterations, The Training Error rate is  5.35  and the Test Error rate is  17.1052631579
Running  432 Iterations, The Training Error rate is  5.3  and the Test Error rate is  17.1052631579
Running  433 Iterations, The Training Error rate is  5.25  and the Test Error rate is  17.1052631579
Running  434 Iterations, The Training Error rate is  5.2  and the Test Error rate is  17.1052631579
Running  435 Iterations, The Training Error rate is  5.15  and the Test Error rate is  17.1052631579
Running  436 Iterations, The Training Error rate is  5.1  and the Test Error rate is  17.1052631579
Running  437 Iterations, The Training Error rate is  5.05  and the Test Error rate is  17.1052631579
Running  438 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  439 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  440 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  441 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  442 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  443 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  444 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  445 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  446 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  447 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  448 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  449 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  450 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  451 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  452 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  453 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  454 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  455 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  456 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  457 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  458 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  459 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  460 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  461 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  462 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  463 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  464 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  465 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  466 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  467 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  468 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  469 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  470 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  471 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  472 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  473 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  474 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  475 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  476 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  477 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  478 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  479 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  480 Iterations, The Training Error rate is  5.05  and the Test Error rate is  17.1052631579
Running  481 Iterations, The Training Error rate is  5.1  and the Test Error rate is  17.1052631579
Running  482 Iterations, The Training Error rate is  5.15  and the Test Error rate is  17.1052631579
Running  483 Iterations, The Training Error rate is  5.2  and the Test Error rate is  17.1052631579
Running  484 Iterations, The Training Error rate is  5.25  and the Test Error rate is  17.1052631579
Running  485 Iterations, The Training Error rate is  5.3  and the Test Error rate is  17.1052631579
Running  486 Iterations, The Training Error rate is  5.35  and the Test Error rate is  17.1052631579
Running  487 Iterations, The Training Error rate is  5.4  and the Test Error rate is  17.1052631579
Running  488 Iterations, The Training Error rate is  5.45  and the Test Error rate is  17.1052631579
Running  489 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  490 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  491 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  492 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  493 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  494 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  495 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  496 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  497 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  498 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  499 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  500 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  501 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  502 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  503 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  504 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  505 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  506 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  507 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  508 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  509 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  510 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  511 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  512 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  513 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  514 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  515 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  516 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  517 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  518 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  519 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  520 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  521 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  522 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  523 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  524 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  525 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  526 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  527 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  528 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  529 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  530 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  531 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  532 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  533 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  534 Iterations, The Training Error rate is  5.45  and the Test Error rate is  17.1052631579
Running  535 Iterations, The Training Error rate is  5.4  and the Test Error rate is  17.1052631579
Running  536 Iterations, The Training Error rate is  5.35  and the Test Error rate is  17.1052631579
Running  537 Iterations, The Training Error rate is  5.3  and the Test Error rate is  17.1052631579
Running  538 Iterations, The Training Error rate is  5.25  and the Test Error rate is  17.1052631579
Running  539 Iterations, The Training Error rate is  5.2  and the Test Error rate is  17.1052631579
Running  540 Iterations, The Training Error rate is  5.15  and the Test Error rate is  17.1052631579
Running  541 Iterations, The Training Error rate is  5.1  and the Test Error rate is  17.1052631579
Running  542 Iterations, The Training Error rate is  5.05  and the Test Error rate is  17.1052631579
Running  543 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  544 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  545 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  546 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  547 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  548 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  549 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  550 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  551 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  552 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  553 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  554 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  555 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  556 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  557 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  558 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  559 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  560 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  561 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  562 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  563 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  564 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  565 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  566 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  567 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  568 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  569 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  570 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  571 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  572 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  573 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  574 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  575 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  576 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  577 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  578 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  579 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  580 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  581 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  582 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  583 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  584 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  585 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  586 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  587 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  588 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  589 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  590 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  591 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  592 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  593 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  594 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  595 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  596 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  597 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  598 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  599 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  600 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  601 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  602 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  603 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  604 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  605 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  606 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  607 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  608 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  609 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  610 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  611 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  612 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  613 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  614 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  615 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  616 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  617 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  618 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  619 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  620 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  621 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  622 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  623 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  624 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  625 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  626 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  627 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  628 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  629 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  630 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  631 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  632 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  633 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  634 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  635 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  636 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  637 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  638 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  639 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  640 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  641 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  642 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  643 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  644 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  645 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  646 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  647 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  648 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  649 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  650 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  651 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  652 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  653 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  654 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  655 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  656 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  657 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  658 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  659 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  660 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  661 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  662 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  663 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  664 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  665 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  666 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  667 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  668 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  669 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  670 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  671 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  672 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  673 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  674 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  675 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  676 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  677 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  678 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  679 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  680 Iterations, The Training Error rate is  5.05  and the Test Error rate is  17.1052631579
Running  681 Iterations, The Training Error rate is  5.1  and the Test Error rate is  17.1052631579
Running  682 Iterations, The Training Error rate is  5.15  and the Test Error rate is  17.1052631579
Running  683 Iterations, The Training Error rate is  5.2  and the Test Error rate is  17.1052631579
Running  684 Iterations, The Training Error rate is  5.25  and the Test Error rate is  17.1052631579
Running  685 Iterations, The Training Error rate is  5.3  and the Test Error rate is  17.1052631579
Running  686 Iterations, The Training Error rate is  5.35  and the Test Error rate is  17.1052631579
Running  687 Iterations, The Training Error rate is  5.4  and the Test Error rate is  17.1052631579
Running  688 Iterations, The Training Error rate is  5.45  and the Test Error rate is  17.1052631579
Running  689 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  690 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  691 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  692 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  693 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  694 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  695 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  696 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  697 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  698 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  699 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  700 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  701 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  702 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  703 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  704 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  705 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  706 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  707 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  708 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  709 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  710 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  711 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  712 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  713 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  714 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  715 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  716 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  717 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  718 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  719 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  720 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  721 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  722 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  723 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  724 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  725 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  726 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  727 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  728 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  729 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  730 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  731 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  732 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  733 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  734 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  735 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  736 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  737 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  738 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  739 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  740 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  741 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  742 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  743 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  744 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  745 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  746 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  747 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  748 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  749 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  750 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  751 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  752 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  753 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  754 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  755 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  756 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  757 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  758 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  759 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  760 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  761 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  762 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  763 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  764 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  765 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  766 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  767 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  768 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  769 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  770 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  771 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  772 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  773 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  774 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  775 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  776 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  777 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  778 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  779 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  780 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  781 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  782 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  783 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  784 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  785 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  786 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  787 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  788 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  789 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  790 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  791 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  792 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  793 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  794 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  795 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  796 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  797 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  798 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  799 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  800 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  801 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  802 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  803 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  804 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  805 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  806 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  807 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  808 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  809 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  810 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  811 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  812 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  813 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  814 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  815 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  816 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  817 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  818 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  819 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  820 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  821 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  822 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  823 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  824 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  825 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  826 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  827 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  828 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  829 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  830 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  831 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  832 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  833 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  834 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  835 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  836 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  837 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  838 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  839 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  840 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  841 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  842 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  843 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  844 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  845 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  846 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  847 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  848 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  849 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  850 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  851 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  852 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  853 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  854 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  855 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  856 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  857 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  858 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  859 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  860 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  861 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  862 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  863 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  864 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  865 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  866 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  867 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  868 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  869 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  870 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  871 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  872 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  873 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  874 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  875 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  876 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  877 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  878 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  879 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  880 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.2368421053
Running  881 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.2368421053
Running  882 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.3684210526
Running  883 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.5
Running  884 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.6315789474
Running  885 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.7631578947
Running  886 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.8947368421
Running  887 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.0263157895
Running  888 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.1578947368
Running  889 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.2894736842
Running  890 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.2894736842
Running  891 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  892 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  893 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  894 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  895 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  896 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  897 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  898 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  899 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  900 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  901 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  902 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  903 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  904 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  905 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  906 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  907 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  908 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  909 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  910 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  911 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  912 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  913 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  914 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  915 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  916 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  917 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  918 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  919 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  920 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  921 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  922 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  923 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  924 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  925 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  926 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  927 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  928 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  929 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  930 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  931 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  932 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  933 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  934 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  935 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  936 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  937 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  938 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  939 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  940 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  941 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  942 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  943 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  944 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  945 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  946 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  947 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  948 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  949 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  950 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  951 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  952 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  953 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  954 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  955 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  956 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  957 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  958 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  959 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  960 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  961 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  962 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  963 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  964 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  965 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  966 Iterations, The Training Error rate is  5.45  and the Test Error rate is  18.4210526316
Running  967 Iterations, The Training Error rate is  5.4  and the Test Error rate is  18.4210526316
Running  968 Iterations, The Training Error rate is  5.35  and the Test Error rate is  18.4210526316
Running  969 Iterations, The Training Error rate is  5.3  and the Test Error rate is  18.4210526316
Running  970 Iterations, The Training Error rate is  5.25  and the Test Error rate is  18.4210526316
Running  971 Iterations, The Training Error rate is  5.25  and the Test Error rate is  18.4210526316
Running  972 Iterations, The Training Error rate is  5.25  and the Test Error rate is  18.4210526316
Running  973 Iterations, The Training Error rate is  5.25  and the Test Error rate is  18.4210526316
Running  974 Iterations, The Training Error rate is  5.2  and the Test Error rate is  18.4210526316
Running  975 Iterations, The Training Error rate is  5.15  and the Test Error rate is  18.4210526316
Running  976 Iterations, The Training Error rate is  5.15  and the Test Error rate is  18.4210526316
Running  977 Iterations, The Training Error rate is  5.15  and the Test Error rate is  18.4210526316
Running  978 Iterations, The Training Error rate is  5.15  and the Test Error rate is  18.4210526316
Running  979 Iterations, The Training Error rate is  5.15  and the Test Error rate is  18.4210526316
Running  980 Iterations, The Training Error rate is  5.15  and the Test Error rate is  18.4210526316
Running  981 Iterations, The Training Error rate is  5.1  and the Test Error rate is  18.4210526316
Running  982 Iterations, The Training Error rate is  5.05  and the Test Error rate is  18.4210526316
Running  983 Iterations, The Training Error rate is  5.05  and the Test Error rate is  18.4210526316
Running  984 Iterations, The Training Error rate is  5.1  and the Test Error rate is  18.4210526316
Running  985 Iterations, The Training Error rate is  5.15  and the Test Error rate is  18.4210526316
Running  986 Iterations, The Training Error rate is  5.2  and the Test Error rate is  18.4210526316
Running  987 Iterations, The Training Error rate is  5.25  and the Test Error rate is  18.4210526316
Running  988 Iterations, The Training Error rate is  5.3  and the Test Error rate is  18.4210526316
Running  989 Iterations, The Training Error rate is  5.35  and the Test Error rate is  18.4210526316
Running  990 Iterations, The Training Error rate is  5.4  and the Test Error rate is  18.4210526316
Running  991 Iterations, The Training Error rate is  5.45  and the Test Error rate is  18.4210526316
Running  992 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  993 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  994 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  995 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  996 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  997 Iterations, The Training Error rate is  5.5  and the Test Error rate is  18.4210526316
Running  998 Iterations, The Training Error rate is  5.45  and the Test Error rate is  18.4210526316
Running  999 Iterations, The Training Error rate is  5.4  and the Test Error rate is  18.4210526316
Running  1000 Iterations, The Training Error rate is  5.35  and the Test Error rate is  18.4210526316
Running  1001 Iterations, The Training Error rate is  5.3  and the Test Error rate is  18.4210526316
Running  1002 Iterations, The Training Error rate is  5.25  and the Test Error rate is  18.4210526316
Running  1003 Iterations, The Training Error rate is  5.2  and the Test Error rate is  18.4210526316
Running  1004 Iterations, The Training Error rate is  5.15  and the Test Error rate is  18.4210526316
Running  1005 Iterations, The Training Error rate is  5.1  and the Test Error rate is  18.4210526316
Running  1006 Iterations, The Training Error rate is  5.05  and the Test Error rate is  18.4210526316
Running  1007 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1008 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1009 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1010 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1011 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1012 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1013 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1014 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1015 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1016 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1017 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1018 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1019 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1020 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1021 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1022 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1023 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1024 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1025 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1026 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1027 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1028 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1029 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1030 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1031 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1032 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1033 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1034 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1035 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1036 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1037 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1038 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1039 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1040 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1041 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1042 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1043 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1044 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1045 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1046 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1047 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1048 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1049 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1050 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1051 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1052 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1053 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1054 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1055 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1056 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1057 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1058 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1059 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1060 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1061 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1062 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1063 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1064 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1065 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1066 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1067 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1068 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1069 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1070 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1071 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1072 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1073 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1074 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1075 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1076 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1077 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1078 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1079 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1080 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1081 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1082 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1083 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1084 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1085 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1086 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1087 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1088 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1089 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1090 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1091 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1092 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1093 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1094 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1095 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1096 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1097 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1098 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1099 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1100 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1101 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1102 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1103 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1104 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1105 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1106 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1107 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1108 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1109 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1110 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1111 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1112 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1113 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1114 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1115 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1116 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1117 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1118 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1119 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1120 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1121 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1122 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1123 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1124 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1125 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1126 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1127 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1128 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1129 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1130 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1131 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1132 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1133 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1134 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1135 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1136 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1137 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1138 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1139 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1140 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1141 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1142 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1143 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1144 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1145 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1146 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1147 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1148 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1149 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1150 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1151 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1152 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1153 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1154 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1155 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1156 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1157 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1158 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1159 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1160 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1161 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1162 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1163 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1164 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1165 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1166 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1167 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1168 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1169 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1170 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1171 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1172 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1173 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1174 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1175 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1176 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1177 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1178 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1179 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1180 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1181 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1182 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1183 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1184 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1185 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1186 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1187 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1188 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1189 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1190 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1191 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1192 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1193 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1194 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1195 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1196 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1197 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1198 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1199 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1200 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1201 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1202 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1203 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1204 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1205 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1206 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1207 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1208 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1209 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1210 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1211 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1212 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1213 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1214 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1215 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1216 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1217 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1218 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1219 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1220 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1221 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1222 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1223 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1224 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1225 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1226 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1227 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1228 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1229 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1230 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1231 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1232 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1233 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1234 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1235 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1236 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1237 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1238 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1239 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1240 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1241 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1242 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1243 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1244 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1245 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1246 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1247 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1248 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1249 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1250 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1251 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1252 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1253 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1254 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1255 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1256 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1257 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1258 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1259 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1260 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1261 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1262 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1263 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1264 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1265 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1266 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1267 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1268 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1269 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1270 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1271 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1272 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1273 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1274 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1275 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1276 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1277 Iterations, The Training Error rate is  5.0  and the Test Error rate is  18.4210526316
Running  1278 Iterations, The Training Error rate is  4.95  and the Test Error rate is  18.4210526316
Running  1279 Iterations, The Training Error rate is  4.9  and the Test Error rate is  18.4210526316
Running  1280 Iterations, The Training Error rate is  4.85  and the Test Error rate is  18.4210526316
Running  1281 Iterations, The Training Error rate is  4.8  and the Test Error rate is  18.4210526316
Running  1282 Iterations, The Training Error rate is  4.75  and the Test Error rate is  18.4210526316
Running  1283 Iterations, The Training Error rate is  4.7  and the Test Error rate is  18.4210526316
Running  1284 Iterations, The Training Error rate is  4.65  and the Test Error rate is  18.4210526316
Running  1285 Iterations, The Training Error rate is  4.6  and the Test Error rate is  18.4210526316
Running  1286 Iterations, The Training Error rate is  4.55  and the Test Error rate is  18.4210526316
Running  1287 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1288 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1289 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1290 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1291 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1292 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1293 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1294 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1295 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1296 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1297 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1298 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1299 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1300 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1301 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1302 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1303 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1304 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1305 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1306 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1307 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1308 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1309 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1310 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1311 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1312 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1313 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1314 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1315 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1316 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1317 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1318 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1319 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1320 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1321 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1322 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1323 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1324 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1325 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1326 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1327 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1328 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1329 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1330 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1331 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1332 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1333 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1334 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1335 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1336 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1337 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1338 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1339 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1340 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1341 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1342 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1343 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1344 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1345 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1346 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1347 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1348 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1349 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1350 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1351 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1352 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1353 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1354 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1355 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1356 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1357 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1358 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1359 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1360 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1361 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1362 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1363 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1364 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1365 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1366 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1367 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1368 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1369 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1370 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1371 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1372 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1373 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1374 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1375 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1376 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1377 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1378 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1379 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1380 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1381 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1382 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1383 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1384 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1385 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1386 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1387 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1388 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1389 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1390 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1391 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1392 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1393 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1394 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1395 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1396 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1397 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1398 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1399 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1400 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1401 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1402 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1403 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1404 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1405 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1406 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1407 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1408 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1409 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1410 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1411 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1412 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1413 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1414 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1415 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1416 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1417 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1418 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1419 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1420 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1421 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1422 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1423 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1424 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1425 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1426 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1427 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1428 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1429 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1430 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1431 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1432 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1433 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1434 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1435 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1436 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1437 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1438 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1439 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1440 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1441 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1442 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1443 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.4210526316
Running  1444 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.2894736842
Running  1445 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.1578947368
Running  1446 Iterations, The Training Error rate is  4.5  and the Test Error rate is  18.0263157895
Running  1447 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.8947368421
Running  1448 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.7631578947
Running  1449 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.6315789474
Running  1450 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.5
Running  1451 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.3684210526
Running  1452 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.2368421053
Running  1453 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1454 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1455 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1456 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1457 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1458 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1459 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1460 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1461 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1462 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1463 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1464 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1465 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1466 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1467 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1468 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1469 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1470 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1471 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1472 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1473 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1474 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1475 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1476 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1477 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1478 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1479 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1480 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1481 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1482 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1483 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1484 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1485 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1486 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1487 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1488 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1489 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1490 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1491 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1492 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1493 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1494 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1495 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1496 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1497 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1498 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1499 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1500 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1501 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1502 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1503 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1504 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1505 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1506 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1507 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1508 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1509 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1510 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1511 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1512 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1513 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1514 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1515 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1516 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1517 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1518 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1519 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1520 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1521 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1522 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1523 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1524 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1525 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1526 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1527 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1528 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1529 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1530 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1531 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1532 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1533 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1534 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1535 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1536 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1537 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1538 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1539 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1540 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1541 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1542 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1543 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1544 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1545 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1546 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1547 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1548 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1549 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1550 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1551 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1552 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1553 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1554 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1555 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1556 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1557 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1558 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1559 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1560 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1561 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1562 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1563 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1564 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1565 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1566 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1567 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1568 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1569 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1570 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1571 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1572 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1573 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1574 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1575 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1576 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1577 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1578 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1579 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1580 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1581 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1582 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1583 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1584 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1585 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1586 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1587 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1588 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1589 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1590 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1591 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1592 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1593 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1594 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1595 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1596 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1597 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1598 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1599 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1600 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1601 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1602 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1603 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1604 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1605 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1606 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1607 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1608 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1609 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1610 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1611 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1612 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1613 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1614 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1615 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1616 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1617 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1618 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1619 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1620 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1621 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1622 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1623 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1624 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1625 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1626 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1627 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1628 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1629 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1630 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1631 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1632 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1633 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1634 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1635 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1636 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1637 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1638 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1639 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1640 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1641 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1642 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1643 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1644 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1645 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1646 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1647 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1648 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1649 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1650 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1651 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1652 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1653 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1654 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1655 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1656 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1657 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1658 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1659 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1660 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1661 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1662 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1663 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1664 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1665 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1666 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1667 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1668 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1669 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1670 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1671 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1672 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1673 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1674 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1675 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1676 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1677 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1678 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1679 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1680 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1681 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1682 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1683 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1684 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1685 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1686 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1687 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1688 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1689 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1690 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1691 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1692 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1693 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1694 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1695 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1696 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1697 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1698 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1699 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1700 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1701 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1702 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1703 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1704 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1705 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1706 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1707 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1708 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1709 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1710 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1711 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1712 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1713 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1714 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1715 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1716 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1717 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1718 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1719 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1720 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1721 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1722 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1723 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1724 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1725 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1726 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1727 Iterations, The Training Error rate is  4.5  and the Test Error rate is  17.1052631579
Running  1728 Iterations, The Training Error rate is  4.5  and the Test Error rate is  16.9736842105
Running  1729 Iterations, The Training Error rate is  4.5  and the Test Error rate is  16.8421052632
Running  1730 Iterations, The Training Error rate is  4.5  and the Test Error rate is  16.7105263158
Running  1731 Iterations, The Training Error rate is  4.5  and the Test Error rate is  16.5789473684
Running  1732 Iterations, The Training Error rate is  4.5  and the Test Error rate is  16.4473684211
Running  1733 Iterations, The Training Error rate is  4.5  and the Test Error rate is  16.3157894737
Running  1734 Iterations, The Training Error rate is  4.5  and the Test Error rate is  16.1842105263
Running  1735 Iterations, The Training Error rate is  4.5  and the Test Error rate is  16.0526315789
Running  1736 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.9210526316
Running  1737 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1738 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1739 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1740 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1741 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1742 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1743 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1744 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1745 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1746 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1747 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1748 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1749 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1750 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1751 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1752 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1753 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1754 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1755 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1756 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1757 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1758 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1759 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1760 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1761 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1762 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1763 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1764 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1765 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1766 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1767 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1768 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1769 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1770 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1771 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1772 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1773 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1774 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1775 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1776 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1777 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1778 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1779 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1780 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1781 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1782 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1783 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1784 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1785 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1786 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1787 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1788 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1789 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1790 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1791 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1792 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1793 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1794 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1795 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1796 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1797 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1798 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1799 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1800 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1801 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1802 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1803 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1804 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1805 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1806 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1807 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1808 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1809 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1810 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1811 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1812 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1813 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1814 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1815 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1816 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1817 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1818 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1819 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1820 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1821 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1822 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1823 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1824 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1825 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1826 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1827 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1828 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1829 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1830 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1831 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1832 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1833 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1834 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1835 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1836 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1837 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1838 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1839 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1840 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1841 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1842 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1843 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1844 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1845 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1846 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1847 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1848 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1849 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1850 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1851 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1852 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1853 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1854 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1855 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1856 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1857 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1858 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1859 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1860 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1861 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1862 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1863 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1864 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1865 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1866 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1867 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1868 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1869 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1870 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1871 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1872 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1873 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1874 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1875 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1876 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1877 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1878 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1879 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1880 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1881 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1882 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1883 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1884 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1885 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1886 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1887 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1888 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1889 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1890 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1891 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1892 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.7894736842
Running  1893 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.6578947368
Running  1894 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.5263157895
Running  1895 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.3947368421
Running  1896 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.2631578947
Running  1897 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.1315789474
Running  1898 Iterations, The Training Error rate is  4.5  and the Test Error rate is  15.0
Running  1899 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.8684210526
Running  1900 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.7368421053
Running  1901 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.6052631579
Running  1902 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1903 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1904 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1905 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1906 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1907 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1908 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1909 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1910 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1911 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1912 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1913 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1914 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1915 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1916 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1917 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1918 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1919 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1920 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1921 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1922 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1923 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1924 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1925 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1926 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1927 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1928 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1929 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1930 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1931 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1932 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1933 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1934 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1935 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1936 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1937 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1938 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1939 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1940 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1941 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1942 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1943 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1944 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1945 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1946 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1947 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1948 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1949 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1950 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1951 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1952 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1953 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1954 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1955 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1956 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1957 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1958 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1959 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1960 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1961 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1962 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1963 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1964 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1965 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1966 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1967 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1968 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1969 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1970 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1971 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1972 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1973 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1974 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1975 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1976 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1977 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1978 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1979 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1980 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1981 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1982 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1983 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1984 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1985 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1986 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1987 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1988 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1989 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1990 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1991 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1992 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1993 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1994 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1995 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1996 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1997 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1998 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  1999 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2000 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2001 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2002 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2003 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2004 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2005 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2006 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2007 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2008 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2009 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2010 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2011 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2012 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2013 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2014 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2015 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2016 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2017 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2018 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2019 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2020 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2021 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2022 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2023 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2024 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2025 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2026 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2027 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2028 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2029 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2030 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2031 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2032 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2033 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2034 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2035 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2036 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2037 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2038 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2039 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2040 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2041 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2042 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2043 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2044 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2045 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2046 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2047 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2048 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2049 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2050 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2051 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2052 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2053 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2054 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2055 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2056 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2057 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2058 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2059 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2060 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2061 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2062 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2063 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2064 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2065 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2066 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2067 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2068 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2069 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2070 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2071 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2072 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2073 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2074 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2075 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2076 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2077 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2078 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2079 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2080 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2081 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2082 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.4736842105
Running  2083 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.4736842105
Running  2084 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.4736842105
Running  2085 Iterations, The Training Error rate is  4.65  and the Test Error rate is  14.4736842105
Running  2086 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.4736842105
Running  2087 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.4736842105
Running  2088 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.4736842105
Running  2089 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.4736842105
Running  2090 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.4736842105
Running  2091 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.4736842105
Running  2092 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.4736842105
Running  2093 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.4736842105
Running  2094 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.4736842105
Running  2095 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.4736842105
Running  2096 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.4736842105
Running  2097 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.4736842105
Running  2098 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.4736842105
Running  2099 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.4736842105
Running  2100 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.4736842105
Running  2101 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.4736842105
Running  2102 Iterations, The Training Error rate is  4.95  and the Test Error rate is  14.4736842105
Running  2103 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2104 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2105 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2106 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2107 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2108 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2109 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2110 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2111 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2112 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2113 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2114 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2115 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2116 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2117 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2118 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2119 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2120 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2121 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2122 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2123 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2124 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2125 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2126 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2127 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2128 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2129 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2130 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2131 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2132 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2133 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2134 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2135 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2136 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2137 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2138 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2139 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2140 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2141 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2142 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2143 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2144 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2145 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2146 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2147 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2148 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2149 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2150 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2151 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2152 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2153 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2154 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2155 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2156 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2157 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2158 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2159 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2160 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2161 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2162 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2163 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2164 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2165 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2166 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2167 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2168 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2169 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2170 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2171 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2172 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2173 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2174 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2175 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2176 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2177 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2178 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2179 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2180 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2181 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2182 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2183 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2184 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2185 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2186 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2187 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2188 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2189 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2190 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2191 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2192 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2193 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2194 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2195 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2196 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2197 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2198 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2199 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2200 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2201 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2202 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2203 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2204 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2205 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2206 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2207 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2208 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2209 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2210 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2211 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2212 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2213 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2214 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2215 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2216 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2217 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2218 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2219 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2220 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2221 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2222 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2223 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2224 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2225 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2226 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2227 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2228 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2229 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2230 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2231 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2232 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2233 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2234 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2235 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  2236 Iterations, The Training Error rate is  4.95  and the Test Error rate is  14.4736842105
Running  2237 Iterations, The Training Error rate is  4.9  and the Test Error rate is  14.4736842105
Running  2238 Iterations, The Training Error rate is  4.85  and the Test Error rate is  14.4736842105
Running  2239 Iterations, The Training Error rate is  4.8  and the Test Error rate is  14.4736842105
Running  2240 Iterations, The Training Error rate is  4.75  and the Test Error rate is  14.4736842105
Running  2241 Iterations, The Training Error rate is  4.7  and the Test Error rate is  14.4736842105
Running  2242 Iterations, The Training Error rate is  4.65  and the Test Error rate is  14.4736842105
Running  2243 Iterations, The Training Error rate is  4.6  and the Test Error rate is  14.4736842105
Running  2244 Iterations, The Training Error rate is  4.55  and the Test Error rate is  14.4736842105
Running  2245 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2246 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2247 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2248 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2249 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2250 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2251 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2252 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2253 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2254 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2255 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2256 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2257 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2258 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2259 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2260 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2261 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2262 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2263 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2264 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2265 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2266 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2267 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2268 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2269 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2270 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2271 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2272 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2273 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2274 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2275 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2276 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2277 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2278 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2279 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2280 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2281 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2282 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2283 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2284 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2285 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2286 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2287 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2288 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2289 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2290 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2291 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2292 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2293 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2294 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2295 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2296 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2297 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2298 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2299 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2300 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2301 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2302 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2303 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2304 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2305 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2306 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2307 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2308 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2309 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2310 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2311 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2312 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2313 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2314 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2315 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2316 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2317 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2318 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2319 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2320 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2321 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2322 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2323 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2324 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2325 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2326 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2327 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2328 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2329 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2330 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2331 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2332 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2333 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2334 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2335 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2336 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2337 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2338 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2339 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2340 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2341 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2342 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2343 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2344 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2345 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2346 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2347 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2348 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2349 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2350 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2351 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2352 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2353 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2354 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2355 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2356 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2357 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2358 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2359 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2360 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2361 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2362 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2363 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2364 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2365 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2366 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2367 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2368 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2369 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2370 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2371 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2372 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2373 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2374 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2375 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2376 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2377 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2378 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2379 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2380 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2381 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2382 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2383 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2384 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2385 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2386 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2387 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2388 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2389 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2390 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2391 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2392 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2393 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2394 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2395 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2396 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.4736842105
Running  2397 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.3421052632
Running  2398 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.2105263158
Running  2399 Iterations, The Training Error rate is  4.5  and the Test Error rate is  14.0789473684
Running  2400 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.9473684211
Running  2401 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.8157894737
Running  2402 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.6842105263
Running  2403 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.5526315789
Running  2404 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.4210526316
Running  2405 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.2894736842
Running  2406 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2407 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2408 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2409 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2410 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2411 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2412 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2413 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2414 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2415 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2416 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2417 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2418 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2419 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2420 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2421 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2422 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2423 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2424 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2425 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2426 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2427 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2428 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2429 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2430 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2431 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2432 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2433 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2434 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2435 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2436 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2437 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2438 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2439 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2440 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2441 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2442 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2443 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2444 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2445 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2446 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2447 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2448 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2449 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2450 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2451 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2452 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2453 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2454 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2455 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2456 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2457 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2458 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2459 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2460 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2461 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2462 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2463 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2464 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2465 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2466 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2467 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2468 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2469 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2470 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2471 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2472 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2473 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2474 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2475 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2476 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2477 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2478 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2479 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2480 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2481 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2482 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2483 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2484 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2485 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2486 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2487 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2488 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2489 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2490 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2491 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2492 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2493 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2494 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2495 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2496 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2497 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2498 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2499 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2500 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2501 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2502 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2503 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2504 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2505 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2506 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2507 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2508 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2509 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2510 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2511 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2512 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2513 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2514 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2515 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2516 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2517 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2518 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2519 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2520 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2521 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2522 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2523 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2524 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2525 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2526 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2527 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2528 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2529 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2530 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2531 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2532 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2533 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2534 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2535 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2536 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2537 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2538 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2539 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2540 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2541 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2542 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2543 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2544 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2545 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2546 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2547 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2548 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2549 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2550 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2551 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2552 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2553 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2554 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2555 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2556 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2557 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2558 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2559 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2560 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2561 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2562 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2563 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2564 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2565 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2566 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2567 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2568 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2569 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2570 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2571 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2572 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2573 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2574 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2575 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2576 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2577 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2578 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2579 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2580 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2581 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2582 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2583 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2584 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2585 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2586 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2587 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2588 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2589 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2590 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2591 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2592 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2593 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2594 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2595 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2596 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2597 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2598 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2599 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2600 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2601 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2602 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2603 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2604 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2605 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2606 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2607 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2608 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2609 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2610 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2611 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2612 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2613 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2614 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2615 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2616 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2617 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2618 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2619 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2620 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2621 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2622 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2623 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2624 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2625 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2626 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2627 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2628 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2629 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2630 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2631 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2632 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2633 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2634 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2635 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2636 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2637 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2638 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2639 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2640 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2641 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2642 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2643 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2644 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2645 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2646 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2647 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2648 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2649 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2650 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2651 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2652 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2653 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2654 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2655 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2656 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2657 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2658 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2659 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2660 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2661 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2662 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2663 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2664 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2665 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2666 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2667 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2668 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2669 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2670 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2671 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2672 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2673 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2674 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2675 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2676 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2677 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2678 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2679 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2680 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2681 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2682 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2683 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2684 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2685 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2686 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2687 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2688 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2689 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2690 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2691 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2692 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2693 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2694 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2695 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2696 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2697 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2698 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2699 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2700 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2701 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2702 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2703 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2704 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2705 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2706 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2707 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2708 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2709 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2710 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2711 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2712 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2713 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2714 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2715 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2716 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2717 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2718 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2719 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2720 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2721 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2722 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2723 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2724 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2725 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2726 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2727 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2728 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2729 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2730 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2731 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2732 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2733 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2734 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2735 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2736 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2737 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2738 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2739 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2740 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2741 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2742 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2743 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2744 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2745 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2746 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2747 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2748 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2749 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2750 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2751 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2752 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2753 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2754 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2755 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2756 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2757 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2758 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2759 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2760 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2761 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2762 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2763 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2764 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2765 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2766 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2767 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2768 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2769 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2770 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2771 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2772 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2773 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2774 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2775 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2776 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2777 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2778 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2779 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2780 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2781 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2782 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2783 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2784 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2785 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2786 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2787 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2788 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2789 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2790 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2791 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2792 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2793 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2794 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2795 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2796 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2797 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2798 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2799 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2800 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2801 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2802 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2803 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2804 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2805 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2806 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2807 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2808 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2809 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2810 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2811 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2812 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2813 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2814 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2815 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2816 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2817 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2818 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2819 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2820 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2821 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2822 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2823 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2824 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2825 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2826 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2827 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2828 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2829 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2830 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2831 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2832 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2833 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2834 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2835 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2836 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2837 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2838 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2839 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2840 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2841 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2842 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2843 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2844 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2845 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2846 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2847 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2848 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2849 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2850 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2851 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2852 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2853 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2854 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2855 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2856 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2857 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2858 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2859 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2860 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2861 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2862 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2863 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2864 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2865 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2866 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2867 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2868 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2869 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2870 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2871 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2872 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2873 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2874 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2875 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2876 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2877 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2878 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2879 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2880 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2881 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2882 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2883 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2884 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2885 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2886 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2887 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2888 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2889 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2890 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2891 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2892 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2893 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2894 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2895 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2896 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2897 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2898 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2899 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2900 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2901 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2902 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2903 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2904 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2905 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2906 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2907 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2908 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2909 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2910 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2911 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2912 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2913 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2914 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2915 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2916 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2917 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2918 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2919 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2920 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2921 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2922 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2923 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2924 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2925 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2926 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2927 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2928 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2929 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2930 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2931 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2932 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2933 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2934 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2935 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2936 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2937 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2938 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2939 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2940 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2941 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2942 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2943 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2944 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2945 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2946 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2947 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2948 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2949 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2950 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2951 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2952 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2953 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2954 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2955 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2956 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2957 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2958 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2959 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2960 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2961 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2962 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2963 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2964 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2965 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2966 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2967 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2968 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2969 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2970 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2971 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2972 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2973 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2974 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2975 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2976 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2977 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2978 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2979 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2980 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2981 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2982 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2983 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2984 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2985 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2986 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2987 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2988 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2989 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2990 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2991 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2992 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2993 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2994 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2995 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2996 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2997 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2998 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  2999 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3000 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3001 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3002 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3003 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3004 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3005 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3006 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3007 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3008 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3009 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3010 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3011 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3012 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3013 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3014 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3015 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3016 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3017 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3018 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3019 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3020 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3021 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3022 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3023 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3024 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3025 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3026 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3027 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3028 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3029 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3030 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3031 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3032 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3033 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3034 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3035 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3036 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3037 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3038 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3039 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3040 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3041 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3042 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3043 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3044 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3045 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3046 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3047 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3048 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3049 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3050 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3051 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3052 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3053 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3054 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3055 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3056 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3057 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3058 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3059 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3060 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3061 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3062 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3063 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3064 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3065 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3066 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3067 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3068 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3069 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3070 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3071 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3072 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3073 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3074 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3075 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3076 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3077 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3078 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3079 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3080 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3081 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3082 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3083 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3084 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3085 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3086 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3087 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3088 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3089 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3090 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3091 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3092 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3093 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3094 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3095 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3096 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3097 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3098 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3099 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3100 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3101 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3102 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3103 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3104 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3105 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3106 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3107 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3108 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3109 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3110 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3111 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3112 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3113 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3114 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3115 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3116 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3117 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3118 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3119 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3120 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3121 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3122 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3123 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3124 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3125 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3126 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3127 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3128 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3129 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3130 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3131 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3132 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3133 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3134 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3135 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3136 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3137 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3138 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3139 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3140 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3141 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3142 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3143 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3144 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3145 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3146 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3147 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3148 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3149 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3150 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3151 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3152 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3153 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3154 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3155 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3156 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3157 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3158 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3159 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3160 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3161 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3162 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3163 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3164 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3165 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3166 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3167 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3168 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3169 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3170 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3171 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3172 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3173 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3174 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3175 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3176 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3177 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3178 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3179 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3180 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3181 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3182 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3183 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3184 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3185 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3186 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3187 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3188 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3189 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3190 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3191 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3192 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3193 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3194 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3195 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3196 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3197 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3198 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3199 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3200 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3201 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3202 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3203 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3204 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3205 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3206 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3207 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3208 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3209 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3210 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3211 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3212 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3213 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3214 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3215 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3216 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3217 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3218 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3219 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3220 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3221 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3222 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3223 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3224 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3225 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3226 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3227 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3228 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3229 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3230 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3231 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3232 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3233 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3234 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3235 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3236 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3237 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3238 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3239 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3240 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3241 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3242 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3243 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3244 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3245 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3246 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3247 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3248 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3249 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3250 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3251 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3252 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3253 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3254 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3255 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3256 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3257 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3258 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3259 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3260 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3261 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3262 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3263 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3264 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3265 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3266 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3267 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3268 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3269 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3270 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3271 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3272 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3273 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3274 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3275 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3276 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3277 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3278 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3279 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3280 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3281 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3282 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3283 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3284 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3285 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3286 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3287 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3288 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3289 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3290 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.1578947368
Running  3291 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.1578947368
Running  3292 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.1578947368
Running  3293 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.1578947368
Running  3294 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.1578947368
Running  3295 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.1578947368
Running  3296 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.1578947368
Running  3297 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.1578947368
Running  3298 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.1578947368
Running  3299 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3300 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3301 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3302 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3303 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3304 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3305 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3306 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3307 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3308 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3309 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3310 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3311 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3312 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3313 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3314 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3315 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3316 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3317 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3318 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3319 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3320 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3321 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3322 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3323 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3324 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3325 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3326 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3327 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3328 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3329 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3330 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3331 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3332 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3333 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3334 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3335 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3336 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3337 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3338 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3339 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3340 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3341 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3342 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3343 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3344 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3345 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3346 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3347 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3348 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3349 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3350 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3351 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3352 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3353 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3354 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3355 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3356 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3357 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3358 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3359 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3360 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3361 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3362 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3363 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3364 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3365 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3366 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3367 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3368 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3369 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3370 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3371 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3372 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3373 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3374 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3375 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3376 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3377 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3378 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3379 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3380 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3381 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3382 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3383 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3384 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3385 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3386 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3387 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3388 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3389 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3390 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3391 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3392 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3393 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3394 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3395 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3396 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3397 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3398 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3399 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3400 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3401 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3402 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3403 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3404 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3405 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3406 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3407 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3408 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3409 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3410 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3411 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3412 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3413 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3414 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3415 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3416 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3417 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3418 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3419 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3420 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3421 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3422 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3423 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3424 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3425 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3426 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3427 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3428 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3429 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3430 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3431 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3432 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3433 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3434 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3435 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3436 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3437 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3438 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3439 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3440 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3441 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3442 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3443 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3444 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3445 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3446 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3447 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3448 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3449 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3450 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3451 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3452 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3453 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3454 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3455 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3456 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3457 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3458 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3459 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3460 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3461 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3462 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3463 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3464 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3465 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3466 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3467 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3468 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3469 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3470 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3471 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3472 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3473 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3474 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3475 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3476 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3477 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3478 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3479 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3480 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3481 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3482 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3483 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3484 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3485 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3486 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3487 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3488 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3489 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3490 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3491 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3492 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3493 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3494 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3495 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3496 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3497 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3498 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3499 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3500 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3501 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3502 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3503 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3504 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3505 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3506 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3507 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3508 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3509 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3510 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3511 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3512 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3513 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3514 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3515 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3516 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3517 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3518 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3519 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3520 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3521 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3522 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3523 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3524 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3525 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3526 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3527 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3528 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3529 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3530 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3531 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3532 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3533 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3534 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3535 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3536 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3537 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3538 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3539 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3540 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3541 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3542 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3543 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3544 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3545 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3546 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3547 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3548 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3549 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3550 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3551 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3552 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3553 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3554 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3555 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3556 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3557 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3558 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3559 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3560 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3561 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3562 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3563 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3564 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3565 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3566 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3567 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3568 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3569 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3570 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3571 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3572 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3573 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3574 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3575 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3576 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3577 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3578 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3579 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3580 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3581 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3582 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3583 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3584 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3585 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3586 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3587 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3588 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3589 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3590 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3591 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3592 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3593 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3594 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3595 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3596 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3597 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3598 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3599 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3600 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3601 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3602 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3603 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3604 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3605 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3606 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3607 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3608 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3609 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3610 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3611 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3612 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3613 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3614 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3615 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3616 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  3617 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.1578947368
Running  3618 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.1578947368
Running  3619 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.1578947368
Running  3620 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.1578947368
Running  3621 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.1578947368
Running  3622 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.1578947368
Running  3623 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.1578947368
Running  3624 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.1578947368
Running  3625 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.1578947368
Running  3626 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3627 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3628 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3629 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3630 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3631 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3632 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3633 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3634 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3635 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3636 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3637 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3638 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3639 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3640 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3641 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3642 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3643 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3644 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3645 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3646 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3647 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3648 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3649 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3650 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3651 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3652 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3653 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3654 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3655 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3656 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3657 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3658 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3659 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3660 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3661 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3662 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3663 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3664 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3665 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3666 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3667 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3668 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3669 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3670 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3671 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3672 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3673 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3674 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3675 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3676 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3677 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3678 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3679 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3680 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3681 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3682 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3683 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3684 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3685 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3686 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3687 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3688 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3689 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3690 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3691 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3692 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3693 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3694 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3695 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3696 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3697 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3698 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3699 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3700 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3701 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3702 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3703 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3704 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3705 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3706 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3707 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3708 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3709 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3710 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3711 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3712 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3713 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3714 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3715 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3716 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3717 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3718 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3719 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3720 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3721 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3722 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3723 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3724 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3725 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3726 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3727 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3728 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3729 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3730 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3731 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3732 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3733 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3734 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3735 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3736 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3737 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3738 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3739 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3740 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3741 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3742 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3743 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3744 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3745 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3746 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3747 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3748 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3749 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3750 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3751 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3752 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3753 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3754 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3755 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3756 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3757 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3758 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3759 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3760 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3761 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3762 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3763 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3764 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3765 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3766 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3767 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3768 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3769 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3770 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3771 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3772 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3773 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3774 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3775 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3776 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3777 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3778 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3779 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3780 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3781 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3782 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3783 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3784 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3785 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3786 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3787 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3788 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3789 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3790 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3791 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3792 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3793 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3794 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3795 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3796 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3797 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3798 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3799 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3800 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3801 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3802 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3803 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3804 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3805 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3806 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3807 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3808 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3809 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3810 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3811 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3812 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3813 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3814 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3815 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3816 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3817 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3818 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3819 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3820 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3821 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3822 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3823 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3824 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3825 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3826 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3827 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3828 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3829 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3830 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3831 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3832 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3833 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3834 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3835 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3836 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3837 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3838 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3839 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3840 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3841 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3842 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3843 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3844 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3845 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3846 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3847 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3848 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3849 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3850 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3851 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3852 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3853 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3854 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3855 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3856 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3857 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3858 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3859 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3860 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3861 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3862 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3863 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3864 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3865 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3866 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3867 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3868 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3869 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3870 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3871 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3872 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3873 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3874 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3875 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3876 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3877 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3878 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3879 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3880 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3881 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3882 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3883 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3884 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3885 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3886 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3887 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3888 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3889 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3890 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3891 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3892 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3893 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3894 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3895 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3896 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3897 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3898 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3899 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  3900 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.1578947368
Running  3901 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.1578947368
Running  3902 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.1578947368
Running  3903 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.1578947368
Running  3904 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.1578947368
Running  3905 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.1578947368
Running  3906 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.1578947368
Running  3907 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.1578947368
Running  3908 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.1578947368
Running  3909 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3910 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3911 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3912 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3913 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3914 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3915 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3916 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3917 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3918 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3919 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3920 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3921 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3922 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3923 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3924 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3925 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3926 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3927 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3928 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3929 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3930 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3931 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3932 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3933 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3934 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3935 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3936 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3937 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3938 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3939 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3940 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3941 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3942 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3943 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3944 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3945 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3946 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3947 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3948 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3949 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3950 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3951 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3952 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3953 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3954 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  3955 Iterations, The Training Error rate is  3.95  and the Test Error rate is  13.1578947368
Running  3956 Iterations, The Training Error rate is  3.9  and the Test Error rate is  13.1578947368
Running  3957 Iterations, The Training Error rate is  3.85  and the Test Error rate is  13.1578947368
Running  3958 Iterations, The Training Error rate is  3.8  and the Test Error rate is  13.1578947368
Running  3959 Iterations, The Training Error rate is  3.75  and the Test Error rate is  13.1578947368
Running  3960 Iterations, The Training Error rate is  3.7  and the Test Error rate is  13.1578947368
Running  3961 Iterations, The Training Error rate is  3.65  and the Test Error rate is  13.1578947368
Running  3962 Iterations, The Training Error rate is  3.6  and the Test Error rate is  13.1578947368
Running  3963 Iterations, The Training Error rate is  3.55  and the Test Error rate is  13.1578947368
Running  3964 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3965 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3966 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3967 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3968 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3969 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3970 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3971 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3972 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3973 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3974 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3975 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3976 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3977 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3978 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3979 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3980 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3981 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3982 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3983 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3984 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3985 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3986 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3987 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3988 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3989 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3990 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3991 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3992 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3993 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3994 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3995 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3996 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3997 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3998 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  3999 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4000 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4001 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4002 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4003 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4004 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4005 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4006 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4007 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4008 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4009 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4010 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4011 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4012 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4013 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4014 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4015 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4016 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4017 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4018 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4019 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4020 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4021 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4022 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4023 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4024 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4025 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4026 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4027 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4028 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4029 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4030 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4031 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4032 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4033 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4034 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4035 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4036 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4037 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4038 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4039 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4040 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4041 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4042 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4043 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4044 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4045 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4046 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4047 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4048 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4049 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4050 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4051 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4052 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4053 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4054 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4055 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4056 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4057 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4058 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4059 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4060 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4061 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4062 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4063 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4064 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4065 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4066 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4067 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4068 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4069 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4070 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4071 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4072 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4073 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4074 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4075 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4076 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4077 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4078 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4079 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4080 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4081 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4082 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4083 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4084 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4085 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4086 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4087 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4088 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4089 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4090 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4091 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4092 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4093 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4094 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4095 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4096 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4097 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4098 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4099 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4100 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4101 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4102 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4103 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4104 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4105 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4106 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4107 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4108 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4109 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4110 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4111 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4112 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4113 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4114 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4115 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4116 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4117 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4118 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4119 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4120 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4121 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4122 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4123 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4124 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4125 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4126 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4127 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4128 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4129 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4130 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4131 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4132 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4133 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4134 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4135 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4136 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4137 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4138 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4139 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4140 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4141 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4142 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4143 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4144 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4145 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4146 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4147 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4148 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4149 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4150 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4151 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4152 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4153 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4154 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4155 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4156 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4157 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4158 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4159 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4160 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4161 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4162 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4163 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4164 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4165 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4166 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4167 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4168 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4169 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4170 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4171 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4172 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4173 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4174 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4175 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4176 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4177 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4178 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4179 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4180 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4181 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4182 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4183 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4184 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4185 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4186 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4187 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4188 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4189 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4190 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4191 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4192 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4193 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4194 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4195 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4196 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4197 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4198 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4199 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4200 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4201 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4202 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4203 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4204 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4205 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4206 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4207 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4208 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4209 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4210 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4211 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4212 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4213 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4214 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4215 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4216 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4217 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4218 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4219 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4220 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4221 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4222 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4223 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4224 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4225 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4226 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4227 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4228 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4229 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4230 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4231 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4232 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4233 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4234 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4235 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4236 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4237 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4238 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4239 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.0263157895
Running  4240 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.8947368421
Running  4241 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.7631578947
Running  4242 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.6315789474
Running  4243 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.5
Running  4244 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.3684210526
Running  4245 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.2368421053
Running  4246 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.1052631579
Running  4247 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.9736842105
Running  4248 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4249 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4250 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4251 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4252 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4253 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4254 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4255 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4256 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4257 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4258 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.9736842105
Running  4259 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.1052631579
Running  4260 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.2368421053
Running  4261 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.3684210526
Running  4262 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.5
Running  4263 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.6315789474
Running  4264 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.7631578947
Running  4265 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.8947368421
Running  4266 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.0263157895
Running  4267 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4268 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4269 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4270 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4271 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4272 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4273 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4274 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4275 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4276 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4277 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4278 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4279 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4280 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4281 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4282 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4283 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4284 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4285 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4286 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4287 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4288 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4289 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4290 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4291 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4292 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4293 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4294 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4295 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4296 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4297 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4298 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4299 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4300 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4301 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4302 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4303 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4304 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4305 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4306 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4307 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4308 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4309 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4310 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4311 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4312 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4313 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4314 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4315 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4316 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4317 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4318 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4319 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4320 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4321 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4322 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4323 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4324 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4325 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4326 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4327 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4328 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4329 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4330 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4331 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4332 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4333 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4334 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4335 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4336 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4337 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4338 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4339 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4340 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4341 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4342 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4343 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4344 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4345 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4346 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4347 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4348 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4349 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4350 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4351 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4352 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4353 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4354 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4355 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4356 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4357 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4358 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4359 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4360 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4361 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4362 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4363 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4364 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4365 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4366 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4367 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4368 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4369 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4370 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4371 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4372 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4373 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4374 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4375 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4376 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4377 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4378 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4379 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4380 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4381 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4382 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4383 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4384 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4385 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4386 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4387 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4388 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4389 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4390 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4391 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4392 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4393 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4394 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4395 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4396 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4397 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4398 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4399 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4400 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4401 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4402 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4403 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4404 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4405 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4406 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4407 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4408 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.1578947368
Running  4409 Iterations, The Training Error rate is  3.5  and the Test Error rate is  13.0263157895
Running  4410 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.8947368421
Running  4411 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.7631578947
Running  4412 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.6315789474
Running  4413 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.5
Running  4414 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.3684210526
Running  4415 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.2368421053
Running  4416 Iterations, The Training Error rate is  3.5  and the Test Error rate is  12.1052631579
Running  4417 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.9736842105
Running  4418 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4419 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4420 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4421 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4422 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4423 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4424 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4425 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4426 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4427 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4428 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4429 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4430 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4431 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4432 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4433 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4434 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4435 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4436 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4437 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4438 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4439 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4440 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4441 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4442 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4443 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4444 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4445 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4446 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4447 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4448 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4449 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4450 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4451 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4452 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4453 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4454 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4455 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4456 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4457 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4458 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4459 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4460 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4461 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4462 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4463 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4464 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4465 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4466 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4467 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4468 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4469 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4470 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4471 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4472 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4473 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4474 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4475 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4476 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4477 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4478 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4479 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4480 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4481 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4482 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4483 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4484 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4485 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4486 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4487 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4488 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4489 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4490 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4491 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4492 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4493 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4494 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4495 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4496 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4497 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4498 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4499 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4500 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4501 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4502 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4503 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4504 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4505 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4506 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4507 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4508 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4509 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4510 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4511 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4512 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4513 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4514 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4515 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4516 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4517 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4518 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4519 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4520 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4521 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4522 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4523 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4524 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4525 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4526 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4527 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4528 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4529 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4530 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4531 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4532 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4533 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4534 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4535 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4536 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4537 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4538 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4539 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4540 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4541 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4542 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4543 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4544 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4545 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4546 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4547 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4548 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4549 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4550 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4551 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4552 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4553 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4554 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4555 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4556 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4557 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4558 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4559 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4560 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4561 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4562 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4563 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4564 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4565 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4566 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4567 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4568 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4569 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4570 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4571 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4572 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4573 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4574 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4575 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4576 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4577 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4578 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4579 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4580 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4581 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4582 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4583 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4584 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4585 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4586 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4587 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4588 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4589 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4590 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4591 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4592 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4593 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4594 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4595 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4596 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4597 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4598 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4599 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4600 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4601 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4602 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4603 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4604 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4605 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4606 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4607 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4608 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4609 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4610 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4611 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4612 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4613 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4614 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4615 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4616 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4617 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4618 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4619 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4620 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4621 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4622 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4623 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4624 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4625 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4626 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4627 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4628 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4629 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4630 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4631 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4632 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4633 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4634 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4635 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4636 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4637 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4638 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4639 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4640 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4641 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4642 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4643 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4644 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4645 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4646 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4647 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4648 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4649 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4650 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4651 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4652 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4653 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4654 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4655 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4656 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4657 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4658 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4659 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4660 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4661 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4662 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4663 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4664 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4665 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4666 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4667 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4668 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4669 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4670 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4671 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4672 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4673 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4674 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4675 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4676 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4677 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4678 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4679 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4680 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4681 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4682 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4683 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4684 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4685 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4686 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4687 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4688 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4689 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4690 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4691 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4692 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4693 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4694 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4695 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4696 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4697 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4698 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4699 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4700 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4701 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4702 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4703 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4704 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4705 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4706 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4707 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4708 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4709 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4710 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4711 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4712 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4713 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4714 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4715 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4716 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4717 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4718 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4719 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4720 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4721 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4722 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4723 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4724 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4725 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4726 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4727 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4728 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4729 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4730 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4731 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4732 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4733 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4734 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4735 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4736 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4737 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4738 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4739 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4740 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4741 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4742 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4743 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4744 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4745 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4746 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4747 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4748 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4749 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4750 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4751 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4752 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4753 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4754 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4755 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4756 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4757 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4758 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4759 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4760 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4761 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4762 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4763 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4764 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4765 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4766 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4767 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4768 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4769 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4770 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4771 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4772 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4773 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4774 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4775 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4776 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4777 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4778 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4779 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4780 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4781 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4782 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4783 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4784 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4785 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4786 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4787 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4788 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4789 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4790 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4791 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4792 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4793 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4794 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4795 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4796 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4797 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4798 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4799 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4800 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4801 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4802 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4803 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4804 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4805 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4806 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4807 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4808 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4809 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4810 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4811 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4812 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4813 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4814 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4815 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4816 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4817 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4818 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4819 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4820 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4821 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4822 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4823 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4824 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4825 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4826 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4827 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4828 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4829 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4830 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4831 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4832 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4833 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4834 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4835 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4836 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4837 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4838 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4839 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4840 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4841 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4842 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4843 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4844 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4845 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4846 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4847 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4848 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4849 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4850 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4851 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4852 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4853 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4854 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4855 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4856 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4857 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4858 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4859 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4860 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4861 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4862 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4863 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4864 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4865 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4866 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4867 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4868 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4869 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4870 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4871 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4872 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4873 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4874 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4875 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4876 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4877 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4878 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4879 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4880 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4881 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4882 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4883 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4884 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4885 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4886 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4887 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4888 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4889 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4890 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4891 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4892 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4893 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4894 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4895 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4896 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4897 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4898 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4899 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4900 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4901 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4902 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4903 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4904 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4905 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4906 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4907 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4908 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4909 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4910 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4911 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4912 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4913 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4914 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4915 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4916 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4917 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4918 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4919 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4920 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4921 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4922 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4923 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4924 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4925 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4926 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4927 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4928 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4929 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4930 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4931 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4932 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4933 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4934 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4935 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4936 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4937 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4938 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4939 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4940 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4941 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4942 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4943 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4944 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4945 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4946 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4947 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4948 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4949 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4950 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4951 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4952 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4953 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4954 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4955 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4956 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4957 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4958 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4959 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4960 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4961 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4962 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4963 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4964 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4965 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4966 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4967 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4968 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4969 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4970 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4971 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4972 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4973 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4974 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4975 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4976 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4977 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4978 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4979 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4980 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4981 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4982 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4983 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4984 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4985 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4986 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4987 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4988 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4989 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4990 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4991 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4992 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4993 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4994 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4995 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4996 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4997 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4998 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  4999 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5000 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5001 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5002 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5003 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5004 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5005 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5006 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5007 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5008 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5009 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5010 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5011 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5012 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5013 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5014 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5015 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5016 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5017 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5018 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5019 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5020 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5021 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5022 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5023 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5024 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5025 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5026 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5027 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5028 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5029 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5030 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5031 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5032 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5033 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5034 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5035 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5036 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5037 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5038 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5039 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5040 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5041 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5042 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5043 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5044 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5045 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5046 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5047 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5048 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5049 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5050 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5051 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5052 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5053 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5054 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5055 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5056 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5057 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5058 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5059 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5060 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5061 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5062 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5063 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5064 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5065 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5066 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5067 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5068 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5069 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5070 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5071 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5072 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5073 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5074 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5075 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5076 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5077 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5078 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5079 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5080 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5081 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5082 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5083 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5084 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5085 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5086 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5087 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5088 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5089 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5090 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5091 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5092 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5093 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5094 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5095 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5096 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5097 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5098 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5099 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5100 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5101 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5102 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5103 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5104 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5105 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5106 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5107 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5108 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5109 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5110 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5111 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5112 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5113 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5114 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5115 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5116 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5117 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5118 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5119 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5120 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5121 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5122 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5123 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5124 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5125 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5126 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5127 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5128 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5129 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5130 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5131 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5132 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5133 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5134 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5135 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5136 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5137 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5138 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5139 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5140 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5141 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5142 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5143 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5144 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5145 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5146 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5147 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5148 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5149 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5150 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5151 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5152 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5153 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5154 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5155 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5156 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5157 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5158 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5159 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5160 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5161 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5162 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5163 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5164 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5165 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5166 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5167 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5168 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5169 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5170 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5171 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5172 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5173 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5174 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5175 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5176 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5177 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5178 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5179 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5180 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5181 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5182 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5183 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5184 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5185 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5186 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5187 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5188 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5189 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5190 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5191 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5192 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5193 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5194 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5195 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5196 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5197 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5198 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5199 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5200 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5201 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5202 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5203 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5204 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5205 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5206 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5207 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5208 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5209 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5210 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5211 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5212 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5213 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5214 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5215 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5216 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5217 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5218 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5219 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5220 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5221 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5222 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5223 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5224 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5225 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5226 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5227 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5228 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5229 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5230 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5231 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5232 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5233 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5234 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5235 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5236 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5237 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5238 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5239 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5240 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5241 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5242 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5243 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5244 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5245 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5246 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5247 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5248 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5249 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5250 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5251 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5252 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5253 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5254 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5255 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5256 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5257 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5258 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5259 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5260 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5261 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5262 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5263 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5264 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5265 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5266 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5267 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5268 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5269 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5270 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  5271 Iterations, The Training Error rate is  3.45  and the Test Error rate is  11.8421052632
Running  5272 Iterations, The Training Error rate is  3.4  and the Test Error rate is  11.8421052632
Running  5273 Iterations, The Training Error rate is  3.35  and the Test Error rate is  11.8421052632
Running  5274 Iterations, The Training Error rate is  3.3  and the Test Error rate is  11.8421052632
Running  5275 Iterations, The Training Error rate is  3.25  and the Test Error rate is  11.8421052632
Running  5276 Iterations, The Training Error rate is  3.2  and the Test Error rate is  11.8421052632
Running  5277 Iterations, The Training Error rate is  3.15  and the Test Error rate is  11.8421052632
Running  5278 Iterations, The Training Error rate is  3.1  and the Test Error rate is  11.8421052632
Running  5279 Iterations, The Training Error rate is  3.05  and the Test Error rate is  11.8421052632
Running  5280 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5281 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5282 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5283 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5284 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5285 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5286 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5287 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5288 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5289 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5290 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5291 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5292 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5293 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5294 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5295 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5296 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5297 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5298 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5299 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5300 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5301 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5302 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5303 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5304 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5305 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5306 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5307 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5308 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5309 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5310 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5311 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5312 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5313 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5314 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5315 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5316 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5317 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5318 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5319 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5320 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5321 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5322 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5323 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5324 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5325 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5326 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5327 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5328 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5329 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5330 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5331 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5332 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5333 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5334 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5335 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5336 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5337 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5338 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5339 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5340 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5341 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5342 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5343 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5344 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5345 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5346 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5347 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5348 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5349 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5350 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5351 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5352 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5353 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5354 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5355 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5356 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5357 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5358 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5359 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5360 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5361 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5362 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5363 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5364 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5365 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5366 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5367 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5368 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5369 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5370 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5371 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5372 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5373 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5374 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5375 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5376 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5377 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5378 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5379 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5380 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5381 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5382 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5383 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5384 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5385 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5386 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5387 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5388 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5389 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5390 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5391 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5392 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5393 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5394 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5395 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5396 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5397 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5398 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5399 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5400 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5401 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5402 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5403 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5404 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5405 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5406 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5407 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5408 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5409 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5410 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5411 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5412 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5413 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5414 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5415 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5416 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5417 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5418 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5419 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5420 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5421 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5422 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5423 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5424 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5425 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5426 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5427 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5428 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5429 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5430 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5431 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5432 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5433 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5434 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5435 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5436 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5437 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5438 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5439 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5440 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5441 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5442 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5443 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5444 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5445 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5446 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5447 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5448 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5449 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5450 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5451 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5452 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5453 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5454 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5455 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5456 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5457 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5458 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5459 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5460 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5461 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5462 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5463 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5464 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5465 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5466 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5467 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5468 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5469 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5470 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5471 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5472 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5473 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5474 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5475 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5476 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5477 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5478 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5479 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5480 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5481 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5482 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5483 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5484 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5485 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5486 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5487 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5488 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5489 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5490 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5491 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5492 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5493 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5494 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5495 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5496 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5497 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5498 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5499 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5500 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5501 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5502 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5503 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5504 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5505 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5506 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5507 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5508 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5509 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5510 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5511 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5512 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5513 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5514 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5515 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5516 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5517 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5518 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5519 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5520 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5521 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5522 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5523 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5524 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5525 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5526 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5527 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5528 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5529 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5530 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5531 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5532 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5533 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5534 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5535 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5536 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5537 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5538 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5539 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5540 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5541 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5542 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5543 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5544 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5545 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5546 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5547 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5548 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5549 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5550 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5551 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5552 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5553 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5554 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5555 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5556 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5557 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5558 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5559 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5560 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5561 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5562 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5563 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5564 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5565 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5566 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5567 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5568 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5569 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5570 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5571 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5572 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5573 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5574 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5575 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5576 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5577 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5578 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5579 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5580 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5581 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5582 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5583 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5584 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5585 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5586 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5587 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5588 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5589 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5590 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5591 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5592 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5593 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5594 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5595 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5596 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5597 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5598 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5599 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5600 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5601 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5602 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5603 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5604 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5605 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5606 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5607 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5608 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5609 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5610 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5611 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5612 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5613 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5614 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5615 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5616 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5617 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5618 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5619 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5620 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5621 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5622 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5623 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5624 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5625 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5626 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5627 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5628 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5629 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5630 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5631 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5632 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5633 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5634 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5635 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5636 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5637 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5638 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5639 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5640 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5641 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5642 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5643 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5644 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5645 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5646 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5647 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5648 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5649 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5650 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5651 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5652 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5653 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5654 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5655 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5656 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5657 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5658 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5659 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5660 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5661 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5662 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5663 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5664 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5665 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5666 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5667 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5668 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5669 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5670 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5671 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5672 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5673 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5674 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5675 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5676 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5677 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5678 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5679 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5680 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5681 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5682 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5683 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5684 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5685 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5686 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5687 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5688 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5689 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5690 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5691 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5692 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5693 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5694 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5695 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5696 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5697 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5698 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5699 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5700 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5701 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5702 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5703 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5704 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5705 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5706 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5707 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5708 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5709 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5710 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5711 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5712 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5713 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5714 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5715 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5716 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5717 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5718 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5719 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5720 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5721 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5722 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5723 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5724 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5725 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5726 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5727 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5728 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5729 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5730 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5731 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5732 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5733 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5734 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5735 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5736 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5737 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5738 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5739 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5740 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5741 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5742 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5743 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5744 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5745 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5746 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5747 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5748 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5749 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5750 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5751 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5752 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5753 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5754 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5755 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5756 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5757 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5758 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5759 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5760 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5761 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5762 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5763 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5764 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5765 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5766 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5767 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5768 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5769 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5770 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5771 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5772 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5773 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5774 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5775 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5776 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5777 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5778 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5779 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5780 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5781 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5782 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5783 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5784 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5785 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5786 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5787 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5788 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5789 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5790 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5791 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5792 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5793 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5794 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5795 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5796 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5797 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5798 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5799 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5800 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5801 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5802 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5803 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5804 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5805 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5806 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5807 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5808 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5809 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5810 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5811 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5812 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5813 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5814 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5815 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5816 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5817 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5818 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5819 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5820 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5821 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5822 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5823 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5824 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5825 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5826 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5827 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5828 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5829 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5830 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5831 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5832 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5833 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5834 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5835 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5836 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5837 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5838 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5839 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5840 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5841 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5842 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5843 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5844 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5845 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5846 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5847 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5848 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5849 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5850 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5851 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5852 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5853 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5854 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5855 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5856 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5857 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5858 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5859 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5860 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5861 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5862 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5863 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5864 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5865 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5866 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5867 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5868 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5869 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5870 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5871 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5872 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5873 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5874 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5875 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5876 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5877 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5878 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5879 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5880 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5881 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5882 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5883 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5884 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5885 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5886 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5887 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5888 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5889 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5890 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5891 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5892 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5893 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5894 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5895 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5896 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5897 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5898 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5899 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5900 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5901 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5902 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5903 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5904 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5905 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5906 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5907 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5908 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5909 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5910 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5911 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5912 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5913 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5914 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5915 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5916 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5917 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5918 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5919 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5920 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5921 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5922 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5923 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5924 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5925 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5926 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5927 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5928 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5929 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5930 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5931 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5932 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5933 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5934 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5935 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5936 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5937 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5938 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5939 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5940 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5941 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5942 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5943 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5944 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5945 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5946 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5947 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5948 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5949 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5950 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5951 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5952 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5953 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5954 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5955 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5956 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5957 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5958 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5959 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5960 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5961 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5962 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5963 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5964 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5965 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5966 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5967 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5968 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5969 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5970 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5971 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5972 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5973 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5974 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5975 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5976 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5977 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5978 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5979 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5980 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5981 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5982 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5983 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5984 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5985 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5986 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5987 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5988 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5989 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5990 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5991 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5992 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5993 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5994 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5995 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5996 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5997 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5998 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  5999 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6000 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6001 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6002 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6003 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6004 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6005 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6006 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6007 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6008 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6009 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6010 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6011 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6012 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6013 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6014 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6015 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6016 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6017 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6018 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6019 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6020 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6021 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6022 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6023 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6024 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6025 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6026 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6027 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6028 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6029 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6030 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6031 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6032 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6033 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6034 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6035 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6036 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6037 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6038 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6039 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6040 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6041 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6042 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6043 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6044 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6045 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6046 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6047 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6048 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6049 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6050 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6051 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6052 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6053 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6054 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6055 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6056 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6057 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6058 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6059 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6060 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6061 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6062 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6063 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6064 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6065 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6066 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6067 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6068 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6069 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6070 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6071 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6072 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6073 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6074 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6075 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6076 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6077 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6078 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6079 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6080 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6081 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6082 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6083 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6084 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6085 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6086 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6087 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6088 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6089 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6090 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6091 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6092 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6093 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6094 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6095 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6096 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6097 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6098 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6099 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6100 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6101 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6102 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6103 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6104 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6105 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6106 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6107 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6108 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6109 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6110 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6111 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6112 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6113 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6114 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6115 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6116 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6117 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6118 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6119 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6120 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6121 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6122 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6123 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6124 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6125 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6126 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6127 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6128 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6129 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6130 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6131 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6132 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6133 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6134 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6135 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6136 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6137 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6138 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6139 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6140 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6141 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6142 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6143 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6144 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6145 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6146 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6147 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6148 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6149 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6150 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6151 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6152 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6153 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6154 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6155 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6156 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6157 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6158 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6159 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6160 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6161 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6162 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6163 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6164 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6165 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6166 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6167 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6168 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6169 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6170 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6171 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6172 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6173 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6174 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6175 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6176 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6177 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6178 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6179 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6180 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6181 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6182 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6183 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6184 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6185 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6186 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6187 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6188 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6189 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6190 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6191 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6192 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6193 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6194 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6195 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6196 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6197 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6198 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6199 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6200 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6201 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6202 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6203 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6204 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6205 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6206 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6207 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6208 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6209 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6210 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6211 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6212 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6213 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6214 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6215 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6216 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6217 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6218 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6219 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6220 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6221 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6222 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6223 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6224 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6225 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6226 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6227 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6228 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6229 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6230 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6231 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6232 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6233 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6234 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6235 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6236 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6237 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6238 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6239 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6240 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6241 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6242 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6243 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6244 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6245 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6246 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6247 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6248 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6249 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6250 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6251 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6252 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6253 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6254 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6255 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6256 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6257 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6258 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6259 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6260 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6261 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6262 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6263 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6264 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6265 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6266 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6267 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6268 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6269 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6270 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6271 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6272 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6273 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6274 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6275 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6276 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6277 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6278 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6279 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6280 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6281 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6282 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6283 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6284 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6285 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6286 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6287 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6288 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6289 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6290 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  6291 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632


 "VOILA!!!!!!!!!  ZERO ERROR NOW FULLY CLASSIFIED"
Running  6292 Iterations, The Error rate is  0
In [16]:
trainErrorRatesL1Norm,testErrorRatesL1Norm = buildPerceptronUsingAverageWeights(feature_train_l1Normalized, label_train, feature_test_l1Normalized, label_test)
Running  0 Iterations, The Training Error rate is  43.25  and the Test Error rate is  42.1052631579
Running  1 Iterations, The Training Error rate is  40.65  and the Test Error rate is  38.6842105263
Running  2 Iterations, The Training Error rate is  38.9  and the Test Error rate is  35.5263157895
Running  3 Iterations, The Training Error rate is  37.0  and the Test Error rate is  32.8947368421
Running  4 Iterations, The Training Error rate is  37.0  and the Test Error rate is  32.8947368421
Running  5 Iterations, The Training Error rate is  37.0  and the Test Error rate is  32.8947368421
Running  6 Iterations, The Training Error rate is  37.0  and the Test Error rate is  32.8947368421
Running  7 Iterations, The Training Error rate is  37.0  and the Test Error rate is  32.8947368421
Running  8 Iterations, The Training Error rate is  36.95  and the Test Error rate is  32.8947368421
Running  9 Iterations, The Training Error rate is  36.9  and the Test Error rate is  32.8947368421
Running  10 Iterations, The Training Error rate is  36.9  and the Test Error rate is  32.8947368421
Running  11 Iterations, The Training Error rate is  36.9  and the Test Error rate is  32.8947368421
Running  12 Iterations, The Training Error rate is  36.85  and the Test Error rate is  32.8947368421
Running  13 Iterations, The Training Error rate is  36.75  and the Test Error rate is  32.8947368421
Running  14 Iterations, The Training Error rate is  35.95  and the Test Error rate is  32.3684210526
Running  15 Iterations, The Training Error rate is  35.1  and the Test Error rate is  31.8421052632
Running  16 Iterations, The Training Error rate is  34.95  and the Test Error rate is  31.8421052632
Running  17 Iterations, The Training Error rate is  34.75  and the Test Error rate is  31.8421052632
Running  18 Iterations, The Training Error rate is  33.8  and the Test Error rate is  31.1842105263
Running  19 Iterations, The Training Error rate is  32.8  and the Test Error rate is  30.5263157895
Running  20 Iterations, The Training Error rate is  32.45  and the Test Error rate is  30.3947368421
Running  21 Iterations, The Training Error rate is  32.0  and the Test Error rate is  30.2631578947
Running  22 Iterations, The Training Error rate is  30.95  and the Test Error rate is  29.6052631579
Running  23 Iterations, The Training Error rate is  29.85  and the Test Error rate is  28.9473684211
Running  24 Iterations, The Training Error rate is  30.05  and the Test Error rate is  29.2105263158
Running  25 Iterations, The Training Error rate is  30.25  and the Test Error rate is  29.3421052632
Running  26 Iterations, The Training Error rate is  30.15  and the Test Error rate is  29.2105263158
Running  27 Iterations, The Training Error rate is  30.0  and the Test Error rate is  29.0789473684
Running  28 Iterations, The Training Error rate is  30.25  and the Test Error rate is  29.2105263158
Running  29 Iterations, The Training Error rate is  30.55  and the Test Error rate is  29.3421052632
Running  30 Iterations, The Training Error rate is  29.75  and the Test Error rate is  28.8157894737
Running  31 Iterations, The Training Error rate is  29.05  and the Test Error rate is  28.2894736842
Running  32 Iterations, The Training Error rate is  29.3  and the Test Error rate is  28.2894736842
Running  33 Iterations, The Training Error rate is  29.65  and the Test Error rate is  28.2894736842
Running  34 Iterations, The Training Error rate is  29.7  and the Test Error rate is  28.2894736842
Running  35 Iterations, The Training Error rate is  29.8  and the Test Error rate is  28.4210526316
Running  36 Iterations, The Training Error rate is  29.1  and the Test Error rate is  27.8947368421
Running  37 Iterations, The Training Error rate is  28.45  and the Test Error rate is  27.3684210526
Running  38 Iterations, The Training Error rate is  28.65  and the Test Error rate is  27.6315789474
Running  39 Iterations, The Training Error rate is  28.85  and the Test Error rate is  27.8947368421
Running  40 Iterations, The Training Error rate is  28.85  and the Test Error rate is  27.8947368421
Running  41 Iterations, The Training Error rate is  28.85  and the Test Error rate is  27.8947368421
Running  42 Iterations, The Training Error rate is  28.5  and the Test Error rate is  27.5
Running  43 Iterations, The Training Error rate is  28.1  and the Test Error rate is  27.1052631579
Running  44 Iterations, The Training Error rate is  27.45  and the Test Error rate is  26.7105263158
Running  45 Iterations, The Training Error rate is  26.75  and the Test Error rate is  26.3157894737
Running  46 Iterations, The Training Error rate is  26.9  and the Test Error rate is  26.5789473684
Running  47 Iterations, The Training Error rate is  27.1  and the Test Error rate is  26.8421052632
Running  48 Iterations, The Training Error rate is  26.4  and the Test Error rate is  26.4473684211
Running  49 Iterations, The Training Error rate is  25.7  and the Test Error rate is  26.0526315789
Running  50 Iterations, The Training Error rate is  25.45  and the Test Error rate is  25.6578947368
Running  51 Iterations, The Training Error rate is  25.2  and the Test Error rate is  25.2631578947
Running  52 Iterations, The Training Error rate is  25.15  and the Test Error rate is  25.5263157895
Running  53 Iterations, The Training Error rate is  25.15  and the Test Error rate is  25.9210526316
Running  54 Iterations, The Training Error rate is  24.95  and the Test Error rate is  25.5263157895
Running  55 Iterations, The Training Error rate is  24.8  and the Test Error rate is  25.1315789474
Running  56 Iterations, The Training Error rate is  24.4  and the Test Error rate is  24.8684210526
Running  57 Iterations, The Training Error rate is  24.0  and the Test Error rate is  24.6052631579
Running  58 Iterations, The Training Error rate is  24.05  and the Test Error rate is  24.7368421053
Running  59 Iterations, The Training Error rate is  24.1  and the Test Error rate is  24.8684210526
Running  60 Iterations, The Training Error rate is  24.3  and the Test Error rate is  25.1315789474
Running  61 Iterations, The Training Error rate is  24.5  and the Test Error rate is  25.3947368421
Running  62 Iterations, The Training Error rate is  24.35  and the Test Error rate is  25.2631578947
Running  63 Iterations, The Training Error rate is  24.25  and the Test Error rate is  25.0
Running  64 Iterations, The Training Error rate is  24.45  and the Test Error rate is  25.2631578947
Running  65 Iterations, The Training Error rate is  24.65  and the Test Error rate is  25.5263157895
Running  66 Iterations, The Training Error rate is  24.5  and the Test Error rate is  25.3947368421
Running  67 Iterations, The Training Error rate is  24.3  and the Test Error rate is  25.2631578947
Running  68 Iterations, The Training Error rate is  24.05  and the Test Error rate is  25.2631578947
Running  69 Iterations, The Training Error rate is  23.75  and the Test Error rate is  25.2631578947
Running  70 Iterations, The Training Error rate is  23.55  and the Test Error rate is  25.3947368421
Running  71 Iterations, The Training Error rate is  23.3  and the Test Error rate is  25.5263157895
Running  72 Iterations, The Training Error rate is  23.4  and the Test Error rate is  25.6578947368
Running  73 Iterations, The Training Error rate is  23.45  and the Test Error rate is  25.7894736842
Running  74 Iterations, The Training Error rate is  23.2  and the Test Error rate is  26.0526315789
Running  75 Iterations, The Training Error rate is  22.95  and the Test Error rate is  26.3157894737
Running  76 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  77 Iterations, The Training Error rate is  23.15  and the Test Error rate is  26.3157894737
Running  78 Iterations, The Training Error rate is  23.15  and the Test Error rate is  26.3157894737
Running  79 Iterations, The Training Error rate is  23.2  and the Test Error rate is  26.3157894737
Running  80 Iterations, The Training Error rate is  23.35  and the Test Error rate is  26.1842105263
Running  81 Iterations, The Training Error rate is  23.55  and the Test Error rate is  26.0526315789
Running  82 Iterations, The Training Error rate is  23.3  and the Test Error rate is  26.3157894737
Running  83 Iterations, The Training Error rate is  23.05  and the Test Error rate is  26.5789473684
Running  84 Iterations, The Training Error rate is  23.25  and the Test Error rate is  26.3157894737
Running  85 Iterations, The Training Error rate is  23.45  and the Test Error rate is  26.0526315789
Running  86 Iterations, The Training Error rate is  23.3  and the Test Error rate is  26.3157894737
Running  87 Iterations, The Training Error rate is  23.15  and the Test Error rate is  26.5789473684
Running  88 Iterations, The Training Error rate is  23.35  and the Test Error rate is  26.4473684211
Running  89 Iterations, The Training Error rate is  23.55  and the Test Error rate is  26.3157894737
Running  90 Iterations, The Training Error rate is  23.6  and the Test Error rate is  26.3157894737
Running  91 Iterations, The Training Error rate is  23.65  and the Test Error rate is  26.3157894737
Running  92 Iterations, The Training Error rate is  23.85  and the Test Error rate is  26.1842105263
Running  93 Iterations, The Training Error rate is  24.0  and the Test Error rate is  26.1842105263
Running  94 Iterations, The Training Error rate is  23.9  and the Test Error rate is  26.4473684211
Running  95 Iterations, The Training Error rate is  23.85  and the Test Error rate is  26.7105263158
Running  96 Iterations, The Training Error rate is  23.9  and the Test Error rate is  26.7105263158
Running  97 Iterations, The Training Error rate is  23.9  and the Test Error rate is  26.7105263158
Running  98 Iterations, The Training Error rate is  23.85  and the Test Error rate is  26.8421052632
Running  99 Iterations, The Training Error rate is  23.8  and the Test Error rate is  26.9736842105
Running  100 Iterations, The Training Error rate is  23.55  and the Test Error rate is  27.2368421053
Running  101 Iterations, The Training Error rate is  23.3  and the Test Error rate is  27.5
Running  102 Iterations, The Training Error rate is  23.35  and the Test Error rate is  27.6315789474
Running  103 Iterations, The Training Error rate is  23.45  and the Test Error rate is  27.6315789474
Running  104 Iterations, The Training Error rate is  23.35  and the Test Error rate is  27.6315789474
Running  105 Iterations, The Training Error rate is  23.2  and the Test Error rate is  27.6315789474
Running  106 Iterations, The Training Error rate is  23.4  and the Test Error rate is  27.6315789474
Running  107 Iterations, The Training Error rate is  23.55  and the Test Error rate is  27.6315789474
Running  108 Iterations, The Training Error rate is  23.4  and the Test Error rate is  27.6315789474
Running  109 Iterations, The Training Error rate is  23.3  and the Test Error rate is  27.6315789474
Running  110 Iterations, The Training Error rate is  23.45  and the Test Error rate is  27.6315789474
Running  111 Iterations, The Training Error rate is  23.6  and the Test Error rate is  27.6315789474
Running  112 Iterations, The Training Error rate is  23.5  and the Test Error rate is  27.6315789474
Running  113 Iterations, The Training Error rate is  23.4  and the Test Error rate is  27.7631578947
Running  114 Iterations, The Training Error rate is  23.5  and the Test Error rate is  27.7631578947
Running  115 Iterations, The Training Error rate is  23.6  and the Test Error rate is  27.7631578947
Running  116 Iterations, The Training Error rate is  23.45  and the Test Error rate is  27.8947368421
Running  117 Iterations, The Training Error rate is  23.35  and the Test Error rate is  28.0263157895
Running  118 Iterations, The Training Error rate is  23.55  and the Test Error rate is  28.0263157895
Running  119 Iterations, The Training Error rate is  23.7  and the Test Error rate is  28.0263157895
Running  120 Iterations, The Training Error rate is  23.85  and the Test Error rate is  28.4210526316
Running  121 Iterations, The Training Error rate is  24.0  and the Test Error rate is  28.8157894737
Running  122 Iterations, The Training Error rate is  24.15  and the Test Error rate is  28.8157894737
Running  123 Iterations, The Training Error rate is  24.3  and the Test Error rate is  28.6842105263
Running  124 Iterations, The Training Error rate is  24.45  and the Test Error rate is  29.0789473684
Running  125 Iterations, The Training Error rate is  24.65  and the Test Error rate is  29.4736842105
Running  126 Iterations, The Training Error rate is  24.75  and the Test Error rate is  29.4736842105
Running  127 Iterations, The Training Error rate is  24.85  and the Test Error rate is  29.4736842105
Running  128 Iterations, The Training Error rate is  24.9  and the Test Error rate is  29.8684210526
Running  129 Iterations, The Training Error rate is  24.95  and the Test Error rate is  30.2631578947
Running  130 Iterations, The Training Error rate is  24.85  and the Test Error rate is  30.0
Running  131 Iterations, The Training Error rate is  24.75  and the Test Error rate is  29.7368421053
Running  132 Iterations, The Training Error rate is  24.75  and the Test Error rate is  29.8684210526
Running  133 Iterations, The Training Error rate is  24.75  and the Test Error rate is  30.0
Running  134 Iterations, The Training Error rate is  24.7  and the Test Error rate is  29.8684210526
Running  135 Iterations, The Training Error rate is  24.6  and the Test Error rate is  29.7368421053
Running  136 Iterations, The Training Error rate is  24.6  and the Test Error rate is  29.7368421053
Running  137 Iterations, The Training Error rate is  24.6  and the Test Error rate is  29.7368421053
Running  138 Iterations, The Training Error rate is  24.55  and the Test Error rate is  29.6052631579
Running  139 Iterations, The Training Error rate is  24.5  and the Test Error rate is  29.4736842105
Running  140 Iterations, The Training Error rate is  24.55  and the Test Error rate is  29.6052631579
Running  141 Iterations, The Training Error rate is  24.6  and the Test Error rate is  29.7368421053
Running  142 Iterations, The Training Error rate is  24.65  and the Test Error rate is  29.8684210526
Running  143 Iterations, The Training Error rate is  24.7  and the Test Error rate is  30.0
Running  144 Iterations, The Training Error rate is  24.75  and the Test Error rate is  30.0
Running  145 Iterations, The Training Error rate is  24.8  and the Test Error rate is  30.0
Running  146 Iterations, The Training Error rate is  24.8  and the Test Error rate is  30.1315789474
Running  147 Iterations, The Training Error rate is  24.85  and the Test Error rate is  30.2631578947
Running  148 Iterations, The Training Error rate is  24.85  and the Test Error rate is  30.1315789474
Running  149 Iterations, The Training Error rate is  24.85  and the Test Error rate is  30.0
Running  150 Iterations, The Training Error rate is  24.85  and the Test Error rate is  30.0
Running  151 Iterations, The Training Error rate is  24.85  and the Test Error rate is  30.0
Running  152 Iterations, The Training Error rate is  24.85  and the Test Error rate is  30.0
Running  153 Iterations, The Training Error rate is  24.85  and the Test Error rate is  30.0
Running  154 Iterations, The Training Error rate is  24.85  and the Test Error rate is  30.0
Running  155 Iterations, The Training Error rate is  24.85  and the Test Error rate is  30.0
Running  156 Iterations, The Training Error rate is  24.9  and the Test Error rate is  30.0
Running  157 Iterations, The Training Error rate is  24.9  and the Test Error rate is  30.0
Running  158 Iterations, The Training Error rate is  25.05  and the Test Error rate is  30.3947368421
Running  159 Iterations, The Training Error rate is  25.25  and the Test Error rate is  30.7894736842
Running  160 Iterations, The Training Error rate is  25.25  and the Test Error rate is  30.7894736842
Running  161 Iterations, The Training Error rate is  25.25  and the Test Error rate is  30.7894736842
Running  162 Iterations, The Training Error rate is  25.25  and the Test Error rate is  30.7894736842
Running  163 Iterations, The Training Error rate is  25.25  and the Test Error rate is  30.7894736842
Running  164 Iterations, The Training Error rate is  25.25  and the Test Error rate is  30.7894736842
Running  165 Iterations, The Training Error rate is  25.25  and the Test Error rate is  30.7894736842
Running  166 Iterations, The Training Error rate is  25.25  and the Test Error rate is  30.7894736842
Running  167 Iterations, The Training Error rate is  25.25  and the Test Error rate is  30.7894736842
Running  168 Iterations, The Training Error rate is  25.15  and the Test Error rate is  30.5263157895
Running  169 Iterations, The Training Error rate is  25.0  and the Test Error rate is  30.2631578947
Running  170 Iterations, The Training Error rate is  25.0  and the Test Error rate is  30.2631578947
Running  171 Iterations, The Training Error rate is  25.0  and the Test Error rate is  30.2631578947
Running  172 Iterations, The Training Error rate is  25.05  and the Test Error rate is  30.2631578947
Running  173 Iterations, The Training Error rate is  25.1  and the Test Error rate is  30.2631578947
Running  174 Iterations, The Training Error rate is  25.1  and the Test Error rate is  30.3947368421
Running  175 Iterations, The Training Error rate is  25.1  and the Test Error rate is  30.5263157895
Running  176 Iterations, The Training Error rate is  25.15  and the Test Error rate is  30.6578947368
Running  177 Iterations, The Training Error rate is  25.2  and the Test Error rate is  30.7894736842
Running  178 Iterations, The Training Error rate is  25.2  and the Test Error rate is  30.9210526316
Running  179 Iterations, The Training Error rate is  25.2  and the Test Error rate is  31.0526315789
Running  180 Iterations, The Training Error rate is  25.25  and the Test Error rate is  31.1842105263
Running  181 Iterations, The Training Error rate is  25.3  and the Test Error rate is  31.3157894737
Running  182 Iterations, The Training Error rate is  25.4  and the Test Error rate is  31.4473684211
Running  183 Iterations, The Training Error rate is  25.5  and the Test Error rate is  31.5789473684
Running  184 Iterations, The Training Error rate is  25.6  and the Test Error rate is  31.5789473684
Running  185 Iterations, The Training Error rate is  25.7  and the Test Error rate is  31.5789473684
Running  186 Iterations, The Training Error rate is  25.8  and the Test Error rate is  31.5789473684
Running  187 Iterations, The Training Error rate is  25.9  and the Test Error rate is  31.5789473684
Running  188 Iterations, The Training Error rate is  26.0  and the Test Error rate is  31.5789473684
Running  189 Iterations, The Training Error rate is  26.1  and the Test Error rate is  31.5789473684
Running  190 Iterations, The Training Error rate is  26.2  and the Test Error rate is  31.5789473684
Running  191 Iterations, The Training Error rate is  26.3  and the Test Error rate is  31.5789473684
Running  192 Iterations, The Training Error rate is  26.5  and the Test Error rate is  31.7105263158
Running  193 Iterations, The Training Error rate is  26.7  and the Test Error rate is  31.8421052632
Running  194 Iterations, The Training Error rate is  26.75  and the Test Error rate is  31.8421052632
Running  195 Iterations, The Training Error rate is  26.85  and the Test Error rate is  31.8421052632
Running  196 Iterations, The Training Error rate is  26.8  and the Test Error rate is  31.8421052632
Running  197 Iterations, The Training Error rate is  26.75  and the Test Error rate is  31.8421052632
Running  198 Iterations, The Training Error rate is  26.85  and the Test Error rate is  31.8421052632
Running  199 Iterations, The Training Error rate is  26.95  and the Test Error rate is  31.8421052632
Running  200 Iterations, The Training Error rate is  26.9  and the Test Error rate is  31.7105263158
Running  201 Iterations, The Training Error rate is  26.85  and the Test Error rate is  31.5789473684
Running  202 Iterations, The Training Error rate is  26.7  and the Test Error rate is  31.5789473684
Running  203 Iterations, The Training Error rate is  26.55  and the Test Error rate is  31.5789473684
Running  204 Iterations, The Training Error rate is  26.5  and the Test Error rate is  31.4473684211
Running  205 Iterations, The Training Error rate is  26.4  and the Test Error rate is  31.3157894737
Running  206 Iterations, The Training Error rate is  26.5  and the Test Error rate is  31.4473684211
Running  207 Iterations, The Training Error rate is  26.6  and the Test Error rate is  31.5789473684
Running  208 Iterations, The Training Error rate is  26.75  and the Test Error rate is  31.7105263158
Running  209 Iterations, The Training Error rate is  26.9  and the Test Error rate is  31.8421052632
Running  210 Iterations, The Training Error rate is  27.0  and the Test Error rate is  32.1052631579
Running  211 Iterations, The Training Error rate is  27.1  and the Test Error rate is  32.3684210526
Running  212 Iterations, The Training Error rate is  27.0  and the Test Error rate is  32.1052631579
Running  213 Iterations, The Training Error rate is  26.9  and the Test Error rate is  31.8421052632
Running  214 Iterations, The Training Error rate is  27.0  and the Test Error rate is  32.1052631579
Running  215 Iterations, The Training Error rate is  27.1  and the Test Error rate is  32.3684210526
Running  216 Iterations, The Training Error rate is  27.0  and the Test Error rate is  32.2368421053
Running  217 Iterations, The Training Error rate is  26.9  and the Test Error rate is  32.1052631579
Running  218 Iterations, The Training Error rate is  26.75  and the Test Error rate is  31.9736842105
Running  219 Iterations, The Training Error rate is  26.6  and the Test Error rate is  31.8421052632
Running  220 Iterations, The Training Error rate is  26.5  and the Test Error rate is  31.7105263158
Running  221 Iterations, The Training Error rate is  26.4  and the Test Error rate is  31.5789473684
Running  222 Iterations, The Training Error rate is  26.5  and the Test Error rate is  31.7105263158
Running  223 Iterations, The Training Error rate is  26.6  and the Test Error rate is  31.8421052632
Running  224 Iterations, The Training Error rate is  26.75  and the Test Error rate is  31.7105263158
Running  225 Iterations, The Training Error rate is  26.85  and the Test Error rate is  31.5789473684
Running  226 Iterations, The Training Error rate is  26.95  and the Test Error rate is  31.5789473684
Running  227 Iterations, The Training Error rate is  27.05  and the Test Error rate is  31.5789473684
Running  228 Iterations, The Training Error rate is  27.15  and the Test Error rate is  31.7105263158
Running  229 Iterations, The Training Error rate is  27.25  and the Test Error rate is  31.8421052632
Running  230 Iterations, The Training Error rate is  27.4  and the Test Error rate is  31.8421052632
Running  231 Iterations, The Training Error rate is  27.55  and the Test Error rate is  31.8421052632
Running  232 Iterations, The Training Error rate is  27.65  and the Test Error rate is  31.9736842105
Running  233 Iterations, The Training Error rate is  27.75  and the Test Error rate is  32.1052631579
Running  234 Iterations, The Training Error rate is  27.65  and the Test Error rate is  32.1052631579
Running  235 Iterations, The Training Error rate is  27.6  and the Test Error rate is  32.1052631579
Running  236 Iterations, The Training Error rate is  27.7  and the Test Error rate is  32.1052631579
Running  237 Iterations, The Training Error rate is  27.8  and the Test Error rate is  32.1052631579
Running  238 Iterations, The Training Error rate is  27.8  and the Test Error rate is  31.9736842105
Running  239 Iterations, The Training Error rate is  27.8  and the Test Error rate is  31.8421052632
Running  240 Iterations, The Training Error rate is  27.85  and the Test Error rate is  31.8421052632
Running  241 Iterations, The Training Error rate is  27.9  and the Test Error rate is  31.8421052632
Running  242 Iterations, The Training Error rate is  28.0  and the Test Error rate is  31.8421052632
Running  243 Iterations, The Training Error rate is  28.1  and the Test Error rate is  31.8421052632
Running  244 Iterations, The Training Error rate is  28.15  and the Test Error rate is  31.8421052632
Running  245 Iterations, The Training Error rate is  28.2  and the Test Error rate is  31.8421052632
Running  246 Iterations, The Training Error rate is  28.3  and the Test Error rate is  31.9736842105
Running  247 Iterations, The Training Error rate is  28.4  and the Test Error rate is  32.1052631579
Running  248 Iterations, The Training Error rate is  28.4  and the Test Error rate is  32.1052631579
Running  249 Iterations, The Training Error rate is  28.4  and the Test Error rate is  32.1052631579
Running  250 Iterations, The Training Error rate is  28.5  and the Test Error rate is  32.3684210526
Running  251 Iterations, The Training Error rate is  28.6  and the Test Error rate is  32.6315789474
Running  252 Iterations, The Training Error rate is  28.55  and the Test Error rate is  32.5
Running  253 Iterations, The Training Error rate is  28.5  and the Test Error rate is  32.3684210526
Running  254 Iterations, The Training Error rate is  28.6  and the Test Error rate is  32.5
Running  255 Iterations, The Training Error rate is  28.75  and the Test Error rate is  32.6315789474
Running  256 Iterations, The Training Error rate is  28.7  and the Test Error rate is  32.5
Running  257 Iterations, The Training Error rate is  28.65  and the Test Error rate is  32.3684210526
Running  258 Iterations, The Training Error rate is  28.8  and the Test Error rate is  32.5
Running  259 Iterations, The Training Error rate is  28.95  and the Test Error rate is  32.6315789474
Running  260 Iterations, The Training Error rate is  28.9  and the Test Error rate is  32.3684210526
Running  261 Iterations, The Training Error rate is  28.85  and the Test Error rate is  32.1052631579
Running  262 Iterations, The Training Error rate is  28.95  and the Test Error rate is  32.2368421053
Running  263 Iterations, The Training Error rate is  29.05  and the Test Error rate is  32.3684210526
Running  264 Iterations, The Training Error rate is  29.15  and the Test Error rate is  32.7631578947
Running  265 Iterations, The Training Error rate is  29.2  and the Test Error rate is  33.1578947368
Running  266 Iterations, The Training Error rate is  29.3  and the Test Error rate is  33.2894736842
Running  267 Iterations, The Training Error rate is  29.4  and the Test Error rate is  33.4210526316
Running  268 Iterations, The Training Error rate is  29.45  and the Test Error rate is  33.8157894737
Running  269 Iterations, The Training Error rate is  29.5  and the Test Error rate is  34.2105263158
Running  270 Iterations, The Training Error rate is  29.65  and the Test Error rate is  34.4736842105
Running  271 Iterations, The Training Error rate is  29.8  and the Test Error rate is  34.7368421053
Running  272 Iterations, The Training Error rate is  29.9  and the Test Error rate is  35.0
Running  273 Iterations, The Training Error rate is  30.0  and the Test Error rate is  35.2631578947
Running  274 Iterations, The Training Error rate is  30.0  and the Test Error rate is  35.0
Running  275 Iterations, The Training Error rate is  30.0  and the Test Error rate is  34.7368421053
Running  276 Iterations, The Training Error rate is  30.1  and the Test Error rate is  35.1315789474
Running  277 Iterations, The Training Error rate is  30.2  and the Test Error rate is  35.5263157895
Running  278 Iterations, The Training Error rate is  30.2  and the Test Error rate is  35.2631578947
Running  279 Iterations, The Training Error rate is  30.2  and the Test Error rate is  35.0
Running  280 Iterations, The Training Error rate is  30.25  and the Test Error rate is  35.1315789474
Running  281 Iterations, The Training Error rate is  30.3  and the Test Error rate is  35.2631578947
Running  282 Iterations, The Training Error rate is  30.35  and the Test Error rate is  35.3947368421
Running  283 Iterations, The Training Error rate is  30.4  and the Test Error rate is  35.5263157895
Running  284 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.9210526316
Running  285 Iterations, The Training Error rate is  30.6  and the Test Error rate is  36.3157894737
Running  286 Iterations, The Training Error rate is  30.8  and the Test Error rate is  36.5789473684
Running  287 Iterations, The Training Error rate is  31.0  and the Test Error rate is  36.8421052632
Running  288 Iterations, The Training Error rate is  31.3  and the Test Error rate is  37.5
Running  289 Iterations, The Training Error rate is  31.6  and the Test Error rate is  38.1578947368
Running  290 Iterations, The Training Error rate is  31.95  and the Test Error rate is  38.6842105263
Running  291 Iterations, The Training Error rate is  32.3  and the Test Error rate is  39.2105263158
Running  292 Iterations, The Training Error rate is  32.75  and the Test Error rate is  39.7368421053
Running  293 Iterations, The Training Error rate is  33.2  and the Test Error rate is  40.1315789474
Running  294 Iterations, The Training Error rate is  33.75  and the Test Error rate is  40.5263157895
Running  295 Iterations, The Training Error rate is  34.3  and the Test Error rate is  40.9210526316
Running  296 Iterations, The Training Error rate is  34.75  and the Test Error rate is  41.5789473684
Running  297 Iterations, The Training Error rate is  35.2  and the Test Error rate is  42.2368421053
Running  298 Iterations, The Training Error rate is  35.7  and the Test Error rate is  42.7631578947
Running  299 Iterations, The Training Error rate is  36.2  and the Test Error rate is  43.2894736842
Running  300 Iterations, The Training Error rate is  36.65  and the Test Error rate is  43.8157894737
Running  301 Iterations, The Training Error rate is  37.05  and the Test Error rate is  44.3421052632
Running  302 Iterations, The Training Error rate is  37.65  and the Test Error rate is  44.8684210526
Running  303 Iterations, The Training Error rate is  38.1  and the Test Error rate is  45.5263157895
Running  304 Iterations, The Training Error rate is  38.65  and the Test Error rate is  46.0526315789
Running  305 Iterations, The Training Error rate is  39.2  and the Test Error rate is  46.5789473684
Running  306 Iterations, The Training Error rate is  39.8  and the Test Error rate is  46.8421052632
Running  307 Iterations, The Training Error rate is  40.35  and the Test Error rate is  46.9736842105
Running  308 Iterations, The Training Error rate is  40.9  and the Test Error rate is  47.5
Running  309 Iterations, The Training Error rate is  41.45  and the Test Error rate is  47.7631578947
Running  310 Iterations, The Training Error rate is  42.1  and the Test Error rate is  48.2894736842
Running  311 Iterations, The Training Error rate is  42.7  and the Test Error rate is  48.9473684211
Running  312 Iterations, The Training Error rate is  43.15  and the Test Error rate is  49.6052631579
Running  313 Iterations, The Training Error rate is  43.7  and the Test Error rate is  50.2631578947
Running  314 Iterations, The Training Error rate is  44.15  and the Test Error rate is  51.3157894737
Running  315 Iterations, The Training Error rate is  44.6  and the Test Error rate is  52.3684210526
Running  316 Iterations, The Training Error rate is  44.95  and the Test Error rate is  53.2894736842
Running  317 Iterations, The Training Error rate is  45.35  and the Test Error rate is  54.3421052632
Running  318 Iterations, The Training Error rate is  45.75  and the Test Error rate is  55.1315789474
Running  319 Iterations, The Training Error rate is  46.1  and the Test Error rate is  56.0526315789
Running  320 Iterations, The Training Error rate is  46.35  and the Test Error rate is  56.8421052632
Running  321 Iterations, The Training Error rate is  46.7  and the Test Error rate is  57.5
Running  322 Iterations, The Training Error rate is  46.8  and the Test Error rate is  58.1578947368
Running  323 Iterations, The Training Error rate is  46.95  and the Test Error rate is  58.8157894737
Running  324 Iterations, The Training Error rate is  47.05  and the Test Error rate is  59.0789473684
Running  325 Iterations, The Training Error rate is  47.1  and the Test Error rate is  59.3421052632
Running  326 Iterations, The Training Error rate is  47.25  and the Test Error rate is  59.6052631579
Running  327 Iterations, The Training Error rate is  47.35  and the Test Error rate is  59.8684210526
Running  328 Iterations, The Training Error rate is  47.5  and the Test Error rate is  60.1315789474
Running  329 Iterations, The Training Error rate is  47.55  and the Test Error rate is  60.3947368421
Running  330 Iterations, The Training Error rate is  47.7  and the Test Error rate is  60.6578947368
Running  331 Iterations, The Training Error rate is  47.85  and the Test Error rate is  60.9210526316
Running  332 Iterations, The Training Error rate is  48.0  and the Test Error rate is  61.0526315789
Running  333 Iterations, The Training Error rate is  48.15  and the Test Error rate is  61.1842105263
Running  334 Iterations, The Training Error rate is  48.25  and the Test Error rate is  61.3157894737
Running  335 Iterations, The Training Error rate is  48.4  and the Test Error rate is  61.4473684211
Running  336 Iterations, The Training Error rate is  48.4  and the Test Error rate is  61.7105263158
Running  337 Iterations, The Training Error rate is  48.45  and the Test Error rate is  61.8421052632
Running  338 Iterations, The Training Error rate is  48.35  and the Test Error rate is  61.9736842105
Running  339 Iterations, The Training Error rate is  48.4  and the Test Error rate is  62.1052631579
Running  340 Iterations, The Training Error rate is  48.3  and the Test Error rate is  62.2368421053
Running  341 Iterations, The Training Error rate is  48.2  and the Test Error rate is  62.2368421053
Running  342 Iterations, The Training Error rate is  48.15  and the Test Error rate is  62.3684210526
Running  343 Iterations, The Training Error rate is  48.1  and the Test Error rate is  62.3684210526
Running  344 Iterations, The Training Error rate is  48.05  and the Test Error rate is  62.5
Running  345 Iterations, The Training Error rate is  48.0  and the Test Error rate is  62.5
Running  346 Iterations, The Training Error rate is  48.0  and the Test Error rate is  62.3684210526
Running  347 Iterations, The Training Error rate is  48.0  and the Test Error rate is  62.3684210526
Running  348 Iterations, The Training Error rate is  47.95  and the Test Error rate is  62.2368421053
Running  349 Iterations, The Training Error rate is  47.9  and the Test Error rate is  62.2368421053
Running  350 Iterations, The Training Error rate is  47.9  and the Test Error rate is  62.1052631579
Running  351 Iterations, The Training Error rate is  47.85  and the Test Error rate is  62.1052631579
Running  352 Iterations, The Training Error rate is  47.85  and the Test Error rate is  61.9736842105
Running  353 Iterations, The Training Error rate is  47.8  and the Test Error rate is  61.9736842105
Running  354 Iterations, The Training Error rate is  47.75  and the Test Error rate is  61.8421052632
Running  355 Iterations, The Training Error rate is  47.65  and the Test Error rate is  61.8421052632
Running  356 Iterations, The Training Error rate is  47.6  and the Test Error rate is  61.8421052632
Running  357 Iterations, The Training Error rate is  47.45  and the Test Error rate is  61.8421052632
Running  358 Iterations, The Training Error rate is  47.35  and the Test Error rate is  61.8421052632
Running  359 Iterations, The Training Error rate is  47.1  and the Test Error rate is  61.8421052632
Running  360 Iterations, The Training Error rate is  46.85  and the Test Error rate is  61.8421052632
Running  361 Iterations, The Training Error rate is  46.55  and the Test Error rate is  61.7105263158
Running  362 Iterations, The Training Error rate is  46.25  and the Test Error rate is  61.7105263158
Running  363 Iterations, The Training Error rate is  45.9  and the Test Error rate is  61.5789473684
Running  364 Iterations, The Training Error rate is  45.65  and the Test Error rate is  61.4473684211
Running  365 Iterations, The Training Error rate is  45.35  and the Test Error rate is  61.3157894737
Running  366 Iterations, The Training Error rate is  45.05  and the Test Error rate is  61.1842105263
Running  367 Iterations, The Training Error rate is  44.8  and the Test Error rate is  61.0526315789
Running  368 Iterations, The Training Error rate is  44.55  and the Test Error rate is  60.9210526316
Running  369 Iterations, The Training Error rate is  44.45  and the Test Error rate is  60.6578947368
Running  370 Iterations, The Training Error rate is  44.3  and the Test Error rate is  60.5263157895
Running  371 Iterations, The Training Error rate is  44.2  and the Test Error rate is  60.2631578947
Running  372 Iterations, The Training Error rate is  44.1  and the Test Error rate is  60.0
Running  373 Iterations, The Training Error rate is  43.9  and the Test Error rate is  59.6052631579
Running  374 Iterations, The Training Error rate is  43.6  and the Test Error rate is  59.2105263158
Running  375 Iterations, The Training Error rate is  43.4  and the Test Error rate is  58.6842105263
Running  376 Iterations, The Training Error rate is  43.15  and the Test Error rate is  58.4210526316
Running  377 Iterations, The Training Error rate is  42.95  and the Test Error rate is  57.5
Running  378 Iterations, The Training Error rate is  42.75  and the Test Error rate is  56.8421052632
Running  379 Iterations, The Training Error rate is  42.5  and the Test Error rate is  56.1842105263
Running  380 Iterations, The Training Error rate is  42.2  and the Test Error rate is  55.3947368421
Running  381 Iterations, The Training Error rate is  42.0  and the Test Error rate is  54.8684210526
Running  382 Iterations, The Training Error rate is  41.7  and the Test Error rate is  54.2105263158
Running  383 Iterations, The Training Error rate is  41.65  and the Test Error rate is  53.8157894737
Running  384 Iterations, The Training Error rate is  41.55  and the Test Error rate is  53.4210526316
Running  385 Iterations, The Training Error rate is  41.4  and the Test Error rate is  53.0263157895
Running  386 Iterations, The Training Error rate is  41.2  and the Test Error rate is  52.5
Running  387 Iterations, The Training Error rate is  40.95  and the Test Error rate is  52.5
Running  388 Iterations, The Training Error rate is  40.7  and the Test Error rate is  52.2368421053
Running  389 Iterations, The Training Error rate is  40.4  and the Test Error rate is  52.1052631579
Running  390 Iterations, The Training Error rate is  40.25  and the Test Error rate is  51.8421052632
Running  391 Iterations, The Training Error rate is  39.95  and the Test Error rate is  51.5789473684
Running  392 Iterations, The Training Error rate is  39.75  and the Test Error rate is  51.3157894737
Running  393 Iterations, The Training Error rate is  39.45  and the Test Error rate is  50.9210526316
Running  394 Iterations, The Training Error rate is  39.25  and the Test Error rate is  50.5263157895
Running  395 Iterations, The Training Error rate is  39.1  and the Test Error rate is  50.2631578947
Running  396 Iterations, The Training Error rate is  39.0  and the Test Error rate is  49.8684210526
Running  397 Iterations, The Training Error rate is  38.9  and the Test Error rate is  49.4736842105
Running  398 Iterations, The Training Error rate is  38.8  and the Test Error rate is  49.0789473684
Running  399 Iterations, The Training Error rate is  38.65  and the Test Error rate is  48.5526315789
Running  400 Iterations, The Training Error rate is  38.4  and the Test Error rate is  48.2894736842
Running  401 Iterations, The Training Error rate is  38.25  and the Test Error rate is  47.8947368421
Running  402 Iterations, The Training Error rate is  38.05  and the Test Error rate is  47.5
Running  403 Iterations, The Training Error rate is  37.7  and the Test Error rate is  47.1052631579
Running  404 Iterations, The Training Error rate is  37.35  and the Test Error rate is  46.7105263158
Running  405 Iterations, The Training Error rate is  36.8  and the Test Error rate is  46.3157894737
Running  406 Iterations, The Training Error rate is  36.25  and the Test Error rate is  45.9210526316
Running  407 Iterations, The Training Error rate is  35.75  and the Test Error rate is  45.5263157895
Running  408 Iterations, The Training Error rate is  35.25  and the Test Error rate is  45.1315789474
Running  409 Iterations, The Training Error rate is  34.9  and the Test Error rate is  44.8684210526
Running  410 Iterations, The Training Error rate is  34.55  and the Test Error rate is  44.4736842105
Running  411 Iterations, The Training Error rate is  34.15  and the Test Error rate is  44.2105263158
Running  412 Iterations, The Training Error rate is  33.8  and the Test Error rate is  43.9473684211
Running  413 Iterations, The Training Error rate is  33.7  and the Test Error rate is  43.8157894737
Running  414 Iterations, The Training Error rate is  33.55  and the Test Error rate is  43.6842105263
Running  415 Iterations, The Training Error rate is  33.6  and the Test Error rate is  43.5526315789
Running  416 Iterations, The Training Error rate is  33.65  and the Test Error rate is  43.4210526316
Running  417 Iterations, The Training Error rate is  33.7  and the Test Error rate is  43.4210526316
Running  418 Iterations, The Training Error rate is  33.8  and the Test Error rate is  43.4210526316
Running  419 Iterations, The Training Error rate is  33.9  and the Test Error rate is  43.4210526316
Running  420 Iterations, The Training Error rate is  34.0  and the Test Error rate is  43.4210526316
Running  421 Iterations, The Training Error rate is  34.15  and the Test Error rate is  43.4210526316
Running  422 Iterations, The Training Error rate is  34.25  and the Test Error rate is  43.4210526316
Running  423 Iterations, The Training Error rate is  34.3  and the Test Error rate is  43.4210526316
Running  424 Iterations, The Training Error rate is  34.35  and the Test Error rate is  43.4210526316
Running  425 Iterations, The Training Error rate is  34.4  and the Test Error rate is  43.4210526316
Running  426 Iterations, The Training Error rate is  34.45  and the Test Error rate is  43.4210526316
Running  427 Iterations, The Training Error rate is  34.5  and the Test Error rate is  43.4210526316
Running  428 Iterations, The Training Error rate is  34.5  and the Test Error rate is  43.4210526316
Running  429 Iterations, The Training Error rate is  34.55  and the Test Error rate is  43.4210526316
Running  430 Iterations, The Training Error rate is  34.6  and the Test Error rate is  43.4210526316
Running  431 Iterations, The Training Error rate is  34.6  and the Test Error rate is  43.4210526316
Running  432 Iterations, The Training Error rate is  34.6  and the Test Error rate is  43.4210526316
Running  433 Iterations, The Training Error rate is  34.65  and the Test Error rate is  43.4210526316
Running  434 Iterations, The Training Error rate is  34.7  and the Test Error rate is  43.4210526316
Running  435 Iterations, The Training Error rate is  34.7  and the Test Error rate is  43.4210526316
Running  436 Iterations, The Training Error rate is  34.7  and the Test Error rate is  43.4210526316
Running  437 Iterations, The Training Error rate is  34.75  and the Test Error rate is  43.4210526316
Running  438 Iterations, The Training Error rate is  34.8  and the Test Error rate is  43.4210526316
Running  439 Iterations, The Training Error rate is  34.8  and the Test Error rate is  43.4210526316
Running  440 Iterations, The Training Error rate is  34.75  and the Test Error rate is  43.4210526316
Running  441 Iterations, The Training Error rate is  34.65  and the Test Error rate is  43.4210526316
Running  442 Iterations, The Training Error rate is  34.55  and the Test Error rate is  43.4210526316
Running  443 Iterations, The Training Error rate is  34.5  and the Test Error rate is  43.4210526316
Running  444 Iterations, The Training Error rate is  34.45  and the Test Error rate is  43.4210526316
Running  445 Iterations, The Training Error rate is  34.5  and the Test Error rate is  43.4210526316
Running  446 Iterations, The Training Error rate is  34.55  and the Test Error rate is  43.4210526316
Running  447 Iterations, The Training Error rate is  34.5  and the Test Error rate is  43.4210526316
Running  448 Iterations, The Training Error rate is  34.55  and the Test Error rate is  43.4210526316
Running  449 Iterations, The Training Error rate is  34.6  and the Test Error rate is  43.2894736842
Running  450 Iterations, The Training Error rate is  34.7  and the Test Error rate is  43.1578947368
Running  451 Iterations, The Training Error rate is  34.9  and the Test Error rate is  43.0263157895
Running  452 Iterations, The Training Error rate is  35.1  and the Test Error rate is  42.8947368421
Running  453 Iterations, The Training Error rate is  35.2  and the Test Error rate is  42.7631578947
Running  454 Iterations, The Training Error rate is  35.3  and the Test Error rate is  42.6315789474
Running  455 Iterations, The Training Error rate is  35.35  and the Test Error rate is  42.5
Running  456 Iterations, The Training Error rate is  35.4  and the Test Error rate is  42.3684210526
Running  457 Iterations, The Training Error rate is  35.45  and the Test Error rate is  42.2368421053
Running  458 Iterations, The Training Error rate is  35.4  and the Test Error rate is  42.1052631579
Running  459 Iterations, The Training Error rate is  35.4  and the Test Error rate is  42.1052631579
Running  460 Iterations, The Training Error rate is  35.4  and the Test Error rate is  42.1052631579
Running  461 Iterations, The Training Error rate is  35.35  and the Test Error rate is  42.1052631579
Running  462 Iterations, The Training Error rate is  35.3  and the Test Error rate is  42.1052631579
Running  463 Iterations, The Training Error rate is  35.3  and the Test Error rate is  42.1052631579
Running  464 Iterations, The Training Error rate is  35.3  and the Test Error rate is  42.1052631579
Running  465 Iterations, The Training Error rate is  35.25  and the Test Error rate is  42.1052631579
Running  466 Iterations, The Training Error rate is  35.2  and the Test Error rate is  42.1052631579
Running  467 Iterations, The Training Error rate is  35.25  and the Test Error rate is  42.1052631579
Running  468 Iterations, The Training Error rate is  35.3  and the Test Error rate is  42.1052631579
Running  469 Iterations, The Training Error rate is  35.25  and the Test Error rate is  42.1052631579
Running  470 Iterations, The Training Error rate is  35.2  and the Test Error rate is  42.1052631579
Running  471 Iterations, The Training Error rate is  35.25  and the Test Error rate is  42.2368421053
Running  472 Iterations, The Training Error rate is  35.3  and the Test Error rate is  42.3684210526
Running  473 Iterations, The Training Error rate is  35.3  and the Test Error rate is  42.3684210526
Running  474 Iterations, The Training Error rate is  35.3  and the Test Error rate is  42.3684210526
Running  475 Iterations, The Training Error rate is  35.4  and the Test Error rate is  42.5
Running  476 Iterations, The Training Error rate is  35.5  and the Test Error rate is  42.6315789474
Running  477 Iterations, The Training Error rate is  35.55  and the Test Error rate is  42.6315789474
Running  478 Iterations, The Training Error rate is  35.6  and the Test Error rate is  42.6315789474
Running  479 Iterations, The Training Error rate is  35.65  and the Test Error rate is  42.6315789474
Running  480 Iterations, The Training Error rate is  35.7  and the Test Error rate is  42.6315789474
Running  481 Iterations, The Training Error rate is  35.75  and the Test Error rate is  42.6315789474
Running  482 Iterations, The Training Error rate is  35.8  and the Test Error rate is  42.5
Running  483 Iterations, The Training Error rate is  35.8  and the Test Error rate is  42.5
Running  484 Iterations, The Training Error rate is  35.8  and the Test Error rate is  42.5
Running  485 Iterations, The Training Error rate is  35.85  and the Test Error rate is  42.3684210526
Running  486 Iterations, The Training Error rate is  35.9  and the Test Error rate is  42.2368421053
Running  487 Iterations, The Training Error rate is  35.85  and the Test Error rate is  42.1052631579
Running  488 Iterations, The Training Error rate is  35.8  and the Test Error rate is  41.9736842105
Running  489 Iterations, The Training Error rate is  35.9  and the Test Error rate is  41.9736842105
Running  490 Iterations, The Training Error rate is  36.0  and the Test Error rate is  41.9736842105
Running  491 Iterations, The Training Error rate is  36.0  and the Test Error rate is  41.8421052632
Running  492 Iterations, The Training Error rate is  36.0  and the Test Error rate is  41.8421052632
Running  493 Iterations, The Training Error rate is  36.05  and the Test Error rate is  41.8421052632
Running  494 Iterations, The Training Error rate is  36.1  and the Test Error rate is  41.8421052632
Running  495 Iterations, The Training Error rate is  36.05  and the Test Error rate is  41.8421052632
Running  496 Iterations, The Training Error rate is  35.95  and the Test Error rate is  41.8421052632
Running  497 Iterations, The Training Error rate is  35.95  and the Test Error rate is  41.8421052632
Running  498 Iterations, The Training Error rate is  35.95  and the Test Error rate is  41.8421052632
Running  499 Iterations, The Training Error rate is  35.9  and the Test Error rate is  41.8421052632
Running  500 Iterations, The Training Error rate is  35.85  and the Test Error rate is  41.8421052632
Running  501 Iterations, The Training Error rate is  35.8  and the Test Error rate is  41.8421052632
Running  502 Iterations, The Training Error rate is  35.75  and the Test Error rate is  41.8421052632
Running  503 Iterations, The Training Error rate is  35.6  and the Test Error rate is  41.7105263158
Running  504 Iterations, The Training Error rate is  35.5  and the Test Error rate is  41.5789473684
Running  505 Iterations, The Training Error rate is  35.45  and the Test Error rate is  41.5789473684
Running  506 Iterations, The Training Error rate is  35.45  and the Test Error rate is  41.5789473684
Running  507 Iterations, The Training Error rate is  35.45  and the Test Error rate is  41.5789473684
Running  508 Iterations, The Training Error rate is  35.45  and the Test Error rate is  41.5789473684
Running  509 Iterations, The Training Error rate is  35.4  and the Test Error rate is  41.4473684211
Running  510 Iterations, The Training Error rate is  35.35  and the Test Error rate is  41.3157894737
Running  511 Iterations, The Training Error rate is  35.35  and the Test Error rate is  41.0526315789
Running  512 Iterations, The Training Error rate is  35.35  and the Test Error rate is  40.7894736842
Running  513 Iterations, The Training Error rate is  35.45  and the Test Error rate is  40.7894736842
Running  514 Iterations, The Training Error rate is  35.5  and the Test Error rate is  40.7894736842
Running  515 Iterations, The Training Error rate is  35.5  and the Test Error rate is  40.6578947368
Running  516 Iterations, The Training Error rate is  35.5  and the Test Error rate is  40.5263157895
Running  517 Iterations, The Training Error rate is  35.45  and the Test Error rate is  40.3947368421
Running  518 Iterations, The Training Error rate is  35.4  and the Test Error rate is  40.2631578947
Running  519 Iterations, The Training Error rate is  35.4  and the Test Error rate is  40.2631578947
Running  520 Iterations, The Training Error rate is  35.4  and the Test Error rate is  40.2631578947
Running  521 Iterations, The Training Error rate is  35.35  and the Test Error rate is  40.2631578947
Running  522 Iterations, The Training Error rate is  35.3  and the Test Error rate is  40.2631578947
Running  523 Iterations, The Training Error rate is  35.2  and the Test Error rate is  40.1315789474
Running  524 Iterations, The Training Error rate is  35.1  and the Test Error rate is  40.0
Running  525 Iterations, The Training Error rate is  35.05  and the Test Error rate is  40.0
Running  526 Iterations, The Training Error rate is  35.0  and the Test Error rate is  40.0
Running  527 Iterations, The Training Error rate is  34.95  and the Test Error rate is  40.0
Running  528 Iterations, The Training Error rate is  34.9  and the Test Error rate is  40.0
Running  529 Iterations, The Training Error rate is  34.9  and the Test Error rate is  40.0
Running  530 Iterations, The Training Error rate is  34.9  and the Test Error rate is  40.0
Running  531 Iterations, The Training Error rate is  34.85  and the Test Error rate is  40.0
Running  532 Iterations, The Training Error rate is  34.85  and the Test Error rate is  40.0
Running  533 Iterations, The Training Error rate is  34.85  and the Test Error rate is  40.0
Running  534 Iterations, The Training Error rate is  34.85  and the Test Error rate is  40.0
Running  535 Iterations, The Training Error rate is  34.8  and the Test Error rate is  39.8684210526
Running  536 Iterations, The Training Error rate is  34.75  and the Test Error rate is  39.8684210526
Running  537 Iterations, The Training Error rate is  34.75  and the Test Error rate is  39.8684210526
Running  538 Iterations, The Training Error rate is  34.7  and the Test Error rate is  39.8684210526
Running  539 Iterations, The Training Error rate is  34.6  and the Test Error rate is  39.7368421053
Running  540 Iterations, The Training Error rate is  34.5  and the Test Error rate is  39.6052631579
Running  541 Iterations, The Training Error rate is  34.45  and the Test Error rate is  39.7368421053
Running  542 Iterations, The Training Error rate is  34.35  and the Test Error rate is  39.8684210526
Running  543 Iterations, The Training Error rate is  34.3  and the Test Error rate is  39.8684210526
Running  544 Iterations, The Training Error rate is  34.25  and the Test Error rate is  40.0
Running  545 Iterations, The Training Error rate is  34.2  and the Test Error rate is  39.8684210526
Running  546 Iterations, The Training Error rate is  34.15  and the Test Error rate is  39.6052631579
Running  547 Iterations, The Training Error rate is  34.1  and the Test Error rate is  39.7368421053
Running  548 Iterations, The Training Error rate is  34.1  and the Test Error rate is  39.8684210526
Running  549 Iterations, The Training Error rate is  34.05  and the Test Error rate is  39.8684210526
Running  550 Iterations, The Training Error rate is  34.0  and the Test Error rate is  39.8684210526
Running  551 Iterations, The Training Error rate is  34.0  and the Test Error rate is  39.8684210526
Running  552 Iterations, The Training Error rate is  34.0  and the Test Error rate is  39.8684210526
Running  553 Iterations, The Training Error rate is  34.0  and the Test Error rate is  39.8684210526
Running  554 Iterations, The Training Error rate is  34.0  and the Test Error rate is  39.7368421053
Running  555 Iterations, The Training Error rate is  34.0  and the Test Error rate is  40.0
Running  556 Iterations, The Training Error rate is  34.0  and the Test Error rate is  40.2631578947
Running  557 Iterations, The Training Error rate is  34.0  and the Test Error rate is  40.1315789474
Running  558 Iterations, The Training Error rate is  34.0  and the Test Error rate is  40.0
Running  559 Iterations, The Training Error rate is  34.0  and the Test Error rate is  40.0
Running  560 Iterations, The Training Error rate is  34.0  and the Test Error rate is  40.0
Running  561 Iterations, The Training Error rate is  34.0  and the Test Error rate is  39.8684210526
Running  562 Iterations, The Training Error rate is  34.0  and the Test Error rate is  39.7368421053
Running  563 Iterations, The Training Error rate is  34.0  and the Test Error rate is  39.7368421053
Running  564 Iterations, The Training Error rate is  34.0  and the Test Error rate is  39.7368421053
Running  565 Iterations, The Training Error rate is  33.95  and the Test Error rate is  39.6052631579
Running  566 Iterations, The Training Error rate is  33.9  and the Test Error rate is  39.4736842105
Running  567 Iterations, The Training Error rate is  33.9  and the Test Error rate is  39.4736842105
Running  568 Iterations, The Training Error rate is  33.9  and the Test Error rate is  39.4736842105
Running  569 Iterations, The Training Error rate is  33.85  and the Test Error rate is  39.4736842105
Running  570 Iterations, The Training Error rate is  33.8  and the Test Error rate is  39.4736842105
Running  571 Iterations, The Training Error rate is  33.75  and the Test Error rate is  39.4736842105
Running  572 Iterations, The Training Error rate is  33.7  and the Test Error rate is  39.4736842105
Running  573 Iterations, The Training Error rate is  33.65  and the Test Error rate is  39.4736842105
Running  574 Iterations, The Training Error rate is  33.6  and the Test Error rate is  39.4736842105
Running  575 Iterations, The Training Error rate is  33.6  and the Test Error rate is  39.4736842105
Running  576 Iterations, The Training Error rate is  33.6  and the Test Error rate is  39.4736842105
Running  577 Iterations, The Training Error rate is  33.55  and the Test Error rate is  39.4736842105
Running  578 Iterations, The Training Error rate is  33.5  and the Test Error rate is  39.4736842105
Running  579 Iterations, The Training Error rate is  33.5  and the Test Error rate is  39.4736842105
Running  580 Iterations, The Training Error rate is  33.5  and the Test Error rate is  39.4736842105
Running  581 Iterations, The Training Error rate is  33.5  and the Test Error rate is  39.4736842105
Running  582 Iterations, The Training Error rate is  33.5  and the Test Error rate is  39.4736842105
Running  583 Iterations, The Training Error rate is  33.5  and the Test Error rate is  39.3421052632
Running  584 Iterations, The Training Error rate is  33.5  and the Test Error rate is  39.2105263158
Running  585 Iterations, The Training Error rate is  33.5  and the Test Error rate is  39.2105263158
Running  586 Iterations, The Training Error rate is  33.5  and the Test Error rate is  39.2105263158
Running  587 Iterations, The Training Error rate is  33.5  and the Test Error rate is  39.0789473684
Running  588 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.9473684211
Running  589 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.9473684211
Running  590 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.9473684211
Running  591 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.8157894737
Running  592 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.6842105263
Running  593 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.6842105263
Running  594 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.6842105263
Running  595 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.5526315789
Running  596 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.4210526316
Running  597 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.4210526316
Running  598 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.4210526316
Running  599 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.2894736842
Running  600 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.1578947368
Running  601 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.1578947368
Running  602 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.1578947368
Running  603 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.1578947368
Running  604 Iterations, The Training Error rate is  33.5  and the Test Error rate is  38.1578947368
Running  605 Iterations, The Training Error rate is  33.45  and the Test Error rate is  38.0263157895
Running  606 Iterations, The Training Error rate is  33.45  and the Test Error rate is  37.8947368421
Running  607 Iterations, The Training Error rate is  33.45  and the Test Error rate is  37.8947368421
Running  608 Iterations, The Training Error rate is  33.45  and the Test Error rate is  37.8947368421
Running  609 Iterations, The Training Error rate is  33.45  and the Test Error rate is  37.7631578947
Running  610 Iterations, The Training Error rate is  33.45  and the Test Error rate is  37.6315789474
Running  611 Iterations, The Training Error rate is  33.35  and the Test Error rate is  37.5
Running  612 Iterations, The Training Error rate is  33.25  and the Test Error rate is  37.3684210526
Running  613 Iterations, The Training Error rate is  33.25  and the Test Error rate is  37.2368421053
Running  614 Iterations, The Training Error rate is  33.25  and the Test Error rate is  37.1052631579
Running  615 Iterations, The Training Error rate is  33.3  and the Test Error rate is  37.1052631579
Running  616 Iterations, The Training Error rate is  33.3  and the Test Error rate is  37.1052631579
Running  617 Iterations, The Training Error rate is  33.15  and the Test Error rate is  36.8421052632
Running  618 Iterations, The Training Error rate is  33.0  and the Test Error rate is  36.5789473684
Running  619 Iterations, The Training Error rate is  33.0  and the Test Error rate is  36.4473684211
Running  620 Iterations, The Training Error rate is  33.0  and the Test Error rate is  36.3157894737
Running  621 Iterations, The Training Error rate is  32.95  and the Test Error rate is  36.1842105263
Running  622 Iterations, The Training Error rate is  32.95  and the Test Error rate is  36.0526315789
Running  623 Iterations, The Training Error rate is  32.8  and the Test Error rate is  35.9210526316
Running  624 Iterations, The Training Error rate is  32.65  and the Test Error rate is  35.7894736842
Running  625 Iterations, The Training Error rate is  32.55  and the Test Error rate is  35.6578947368
Running  626 Iterations, The Training Error rate is  32.45  and the Test Error rate is  35.5263157895
Running  627 Iterations, The Training Error rate is  32.45  and the Test Error rate is  35.5263157895
Running  628 Iterations, The Training Error rate is  32.45  and the Test Error rate is  35.5263157895
Running  629 Iterations, The Training Error rate is  32.4  and the Test Error rate is  35.5263157895
Running  630 Iterations, The Training Error rate is  32.35  and the Test Error rate is  35.5263157895
Running  631 Iterations, The Training Error rate is  32.4  and the Test Error rate is  35.5263157895
Running  632 Iterations, The Training Error rate is  32.4  and the Test Error rate is  35.5263157895
Running  633 Iterations, The Training Error rate is  32.4  and the Test Error rate is  35.5263157895
Running  634 Iterations, The Training Error rate is  32.4  and the Test Error rate is  35.5263157895
Running  635 Iterations, The Training Error rate is  32.4  and the Test Error rate is  35.5263157895
Running  636 Iterations, The Training Error rate is  32.4  and the Test Error rate is  35.5263157895
Running  637 Iterations, The Training Error rate is  32.4  and the Test Error rate is  35.5263157895
Running  638 Iterations, The Training Error rate is  32.4  and the Test Error rate is  35.5263157895
Running  639 Iterations, The Training Error rate is  32.3  and the Test Error rate is  35.5263157895
Running  640 Iterations, The Training Error rate is  32.2  and the Test Error rate is  35.5263157895
Running  641 Iterations, The Training Error rate is  32.2  and the Test Error rate is  35.5263157895
Running  642 Iterations, The Training Error rate is  32.2  and the Test Error rate is  35.5263157895
Running  643 Iterations, The Training Error rate is  32.2  and the Test Error rate is  35.5263157895
Running  644 Iterations, The Training Error rate is  32.2  and the Test Error rate is  35.5263157895
Running  645 Iterations, The Training Error rate is  32.15  and the Test Error rate is  35.5263157895
Running  646 Iterations, The Training Error rate is  32.1  and the Test Error rate is  35.5263157895
Running  647 Iterations, The Training Error rate is  32.1  and the Test Error rate is  35.5263157895
Running  648 Iterations, The Training Error rate is  32.15  and the Test Error rate is  35.5263157895
Running  649 Iterations, The Training Error rate is  32.15  and the Test Error rate is  35.5263157895
Running  650 Iterations, The Training Error rate is  32.15  and the Test Error rate is  35.5263157895
Running  651 Iterations, The Training Error rate is  32.1  and the Test Error rate is  35.5263157895
Running  652 Iterations, The Training Error rate is  32.05  and the Test Error rate is  35.5263157895
Running  653 Iterations, The Training Error rate is  32.05  and the Test Error rate is  35.5263157895
Running  654 Iterations, The Training Error rate is  32.05  and the Test Error rate is  35.5263157895
Running  655 Iterations, The Training Error rate is  32.05  and the Test Error rate is  35.5263157895
Running  656 Iterations, The Training Error rate is  32.05  and the Test Error rate is  35.5263157895
Running  657 Iterations, The Training Error rate is  32.05  and the Test Error rate is  35.5263157895
Running  658 Iterations, The Training Error rate is  32.05  and the Test Error rate is  35.5263157895
Running  659 Iterations, The Training Error rate is  32.05  and the Test Error rate is  35.5263157895
Running  660 Iterations, The Training Error rate is  32.05  and the Test Error rate is  35.5263157895
Running  661 Iterations, The Training Error rate is  32.05  and the Test Error rate is  35.5263157895
Running  662 Iterations, The Training Error rate is  32.05  and the Test Error rate is  35.5263157895
Running  663 Iterations, The Training Error rate is  32.05  and the Test Error rate is  35.5263157895
Running  664 Iterations, The Training Error rate is  32.05  and the Test Error rate is  35.5263157895
Running  665 Iterations, The Training Error rate is  32.05  and the Test Error rate is  35.5263157895
Running  666 Iterations, The Training Error rate is  32.05  and the Test Error rate is  35.5263157895
Running  667 Iterations, The Training Error rate is  31.95  and the Test Error rate is  35.5263157895
Running  668 Iterations, The Training Error rate is  31.8  and the Test Error rate is  35.5263157895
Running  669 Iterations, The Training Error rate is  31.8  and the Test Error rate is  35.5263157895
Running  670 Iterations, The Training Error rate is  31.8  and the Test Error rate is  35.5263157895
Running  671 Iterations, The Training Error rate is  31.75  and the Test Error rate is  35.5263157895
Running  672 Iterations, The Training Error rate is  31.7  and the Test Error rate is  35.5263157895
Running  673 Iterations, The Training Error rate is  31.6  and the Test Error rate is  35.5263157895
Running  674 Iterations, The Training Error rate is  31.5  and the Test Error rate is  35.5263157895
Running  675 Iterations, The Training Error rate is  31.35  and the Test Error rate is  35.5263157895
Running  676 Iterations, The Training Error rate is  31.25  and the Test Error rate is  35.5263157895
Running  677 Iterations, The Training Error rate is  31.25  and the Test Error rate is  35.5263157895
Running  678 Iterations, The Training Error rate is  31.25  and the Test Error rate is  35.5263157895
Running  679 Iterations, The Training Error rate is  31.15  and the Test Error rate is  35.5263157895
Running  680 Iterations, The Training Error rate is  31.05  and the Test Error rate is  35.5263157895
Running  681 Iterations, The Training Error rate is  30.95  and the Test Error rate is  35.5263157895
Running  682 Iterations, The Training Error rate is  30.85  and the Test Error rate is  35.5263157895
Running  683 Iterations, The Training Error rate is  30.85  and the Test Error rate is  35.5263157895
Running  684 Iterations, The Training Error rate is  30.85  and the Test Error rate is  35.5263157895
Running  685 Iterations, The Training Error rate is  30.85  and the Test Error rate is  35.5263157895
Running  686 Iterations, The Training Error rate is  30.8  and the Test Error rate is  35.5263157895
Running  687 Iterations, The Training Error rate is  30.75  and the Test Error rate is  35.5263157895
Running  688 Iterations, The Training Error rate is  30.7  and the Test Error rate is  35.5263157895
Running  689 Iterations, The Training Error rate is  30.65  and the Test Error rate is  35.5263157895
Running  690 Iterations, The Training Error rate is  30.65  and the Test Error rate is  35.5263157895
Running  691 Iterations, The Training Error rate is  30.65  and the Test Error rate is  35.5263157895
Running  692 Iterations, The Training Error rate is  30.65  and the Test Error rate is  35.5263157895
Running  693 Iterations, The Training Error rate is  30.6  and the Test Error rate is  35.5263157895
Running  694 Iterations, The Training Error rate is  30.55  and the Test Error rate is  35.5263157895
Running  695 Iterations, The Training Error rate is  30.55  and the Test Error rate is  35.5263157895
Running  696 Iterations, The Training Error rate is  30.55  and the Test Error rate is  35.5263157895
Running  697 Iterations, The Training Error rate is  30.55  and the Test Error rate is  35.5263157895
Running  698 Iterations, The Training Error rate is  30.55  and the Test Error rate is  35.5263157895
Running  699 Iterations, The Training Error rate is  30.55  and the Test Error rate is  35.6578947368
Running  700 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.7894736842
Running  701 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.7894736842
Running  702 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.7894736842
Running  703 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.7894736842
Running  704 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.7894736842
Running  705 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.7894736842
Running  706 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.7894736842
Running  707 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.7894736842
Running  708 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.7894736842
Running  709 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.7894736842
Running  710 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.7894736842
Running  711 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.7894736842
Running  712 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.7894736842
Running  713 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.9210526316
Running  714 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.0526315789
Running  715 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.1842105263
Running  716 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.3157894737
Running  717 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.4473684211
Running  718 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.5789473684
Running  719 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.5789473684
Running  720 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.5789473684
Running  721 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.7105263158
Running  722 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.8421052632
Running  723 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.8421052632
Running  724 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.8421052632
Running  725 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.8421052632
Running  726 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.8421052632
Running  727 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.7105263158
Running  728 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.5789473684
Running  729 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.4473684211
Running  730 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.3157894737
Running  731 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.1842105263
Running  732 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.0526315789
Running  733 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.9210526316
Running  734 Iterations, The Training Error rate is  30.5  and the Test Error rate is  35.7894736842
Running  735 Iterations, The Training Error rate is  30.45  and the Test Error rate is  35.7894736842
Running  736 Iterations, The Training Error rate is  30.4  and the Test Error rate is  35.7894736842
Running  737 Iterations, The Training Error rate is  30.4  and the Test Error rate is  35.7894736842
Running  738 Iterations, The Training Error rate is  30.4  and the Test Error rate is  35.7894736842
Running  739 Iterations, The Training Error rate is  30.4  and the Test Error rate is  35.7894736842
Running  740 Iterations, The Training Error rate is  30.4  and the Test Error rate is  35.7894736842
Running  741 Iterations, The Training Error rate is  30.35  and the Test Error rate is  35.7894736842
Running  742 Iterations, The Training Error rate is  30.3  and the Test Error rate is  35.7894736842
Running  743 Iterations, The Training Error rate is  30.35  and the Test Error rate is  35.7894736842
Running  744 Iterations, The Training Error rate is  30.4  and the Test Error rate is  35.7894736842
Running  745 Iterations, The Training Error rate is  30.4  and the Test Error rate is  35.6578947368
Running  746 Iterations, The Training Error rate is  30.45  and the Test Error rate is  35.5263157895
Running  747 Iterations, The Training Error rate is  30.45  and the Test Error rate is  35.5263157895
Running  748 Iterations, The Training Error rate is  30.4  and the Test Error rate is  35.5263157895
Running  749 Iterations, The Training Error rate is  30.4  and the Test Error rate is  35.5263157895
Running  750 Iterations, The Training Error rate is  30.35  and the Test Error rate is  35.5263157895
Running  751 Iterations, The Training Error rate is  30.35  and the Test Error rate is  35.5263157895
Running  752 Iterations, The Training Error rate is  30.35  and the Test Error rate is  35.5263157895
Running  753 Iterations, The Training Error rate is  30.25  and the Test Error rate is  35.5263157895
Running  754 Iterations, The Training Error rate is  30.15  and the Test Error rate is  35.5263157895
Running  755 Iterations, The Training Error rate is  30.1  and the Test Error rate is  35.5263157895
Running  756 Iterations, The Training Error rate is  30.0  and the Test Error rate is  35.5263157895
Running  757 Iterations, The Training Error rate is  29.95  and the Test Error rate is  35.5263157895
Running  758 Iterations, The Training Error rate is  29.9  and the Test Error rate is  35.5263157895
Running  759 Iterations, The Training Error rate is  29.8  and the Test Error rate is  35.5263157895
Running  760 Iterations, The Training Error rate is  29.75  and the Test Error rate is  35.5263157895
Running  761 Iterations, The Training Error rate is  29.7  and the Test Error rate is  35.5263157895
Running  762 Iterations, The Training Error rate is  29.65  and the Test Error rate is  35.5263157895
Running  763 Iterations, The Training Error rate is  29.6  and the Test Error rate is  35.5263157895
Running  764 Iterations, The Training Error rate is  29.55  and the Test Error rate is  35.5263157895
Running  765 Iterations, The Training Error rate is  29.55  and the Test Error rate is  35.6578947368
Running  766 Iterations, The Training Error rate is  29.55  and the Test Error rate is  35.7894736842
Running  767 Iterations, The Training Error rate is  29.55  and the Test Error rate is  35.9210526316
Running  768 Iterations, The Training Error rate is  29.6  and the Test Error rate is  36.0526315789
Running  769 Iterations, The Training Error rate is  29.6  and the Test Error rate is  36.1842105263
Running  770 Iterations, The Training Error rate is  29.6  and the Test Error rate is  36.3157894737
Running  771 Iterations, The Training Error rate is  29.6  and the Test Error rate is  36.4473684211
Running  772 Iterations, The Training Error rate is  29.6  and the Test Error rate is  36.5789473684
Running  773 Iterations, The Training Error rate is  29.6  and the Test Error rate is  36.7105263158
Running  774 Iterations, The Training Error rate is  29.6  and the Test Error rate is  36.8421052632
Running  775 Iterations, The Training Error rate is  29.6  and the Test Error rate is  36.8421052632
Running  776 Iterations, The Training Error rate is  29.6  and the Test Error rate is  36.8421052632
Running  777 Iterations, The Training Error rate is  29.55  and the Test Error rate is  36.8421052632
Running  778 Iterations, The Training Error rate is  29.5  and the Test Error rate is  36.8421052632
Running  779 Iterations, The Training Error rate is  29.5  and the Test Error rate is  36.8421052632
Running  780 Iterations, The Training Error rate is  29.5  and the Test Error rate is  36.8421052632
Running  781 Iterations, The Training Error rate is  29.5  and the Test Error rate is  36.8421052632
Running  782 Iterations, The Training Error rate is  29.5  and the Test Error rate is  36.8421052632
Running  783 Iterations, The Training Error rate is  29.5  and the Test Error rate is  36.8421052632
Running  784 Iterations, The Training Error rate is  29.5  and the Test Error rate is  36.8421052632
Running  785 Iterations, The Training Error rate is  29.55  and the Test Error rate is  36.8421052632
Running  786 Iterations, The Training Error rate is  29.6  and the Test Error rate is  36.8421052632
Running  787 Iterations, The Training Error rate is  29.65  and the Test Error rate is  36.8421052632
Running  788 Iterations, The Training Error rate is  29.7  and the Test Error rate is  36.8421052632
Running  789 Iterations, The Training Error rate is  29.75  and the Test Error rate is  36.8421052632
Running  790 Iterations, The Training Error rate is  29.8  and the Test Error rate is  36.8421052632
Running  791 Iterations, The Training Error rate is  29.85  and the Test Error rate is  36.8421052632
Running  792 Iterations, The Training Error rate is  29.9  and the Test Error rate is  36.8421052632
Running  793 Iterations, The Training Error rate is  30.0  and the Test Error rate is  36.8421052632
Running  794 Iterations, The Training Error rate is  30.05  and the Test Error rate is  36.8421052632
Running  795 Iterations, The Training Error rate is  30.15  and the Test Error rate is  36.8421052632
Running  796 Iterations, The Training Error rate is  30.25  and the Test Error rate is  36.8421052632
Running  797 Iterations, The Training Error rate is  30.25  and the Test Error rate is  36.8421052632
Running  798 Iterations, The Training Error rate is  30.25  and the Test Error rate is  36.8421052632
Running  799 Iterations, The Training Error rate is  30.25  and the Test Error rate is  36.8421052632
Running  800 Iterations, The Training Error rate is  30.25  and the Test Error rate is  36.8421052632
Running  801 Iterations, The Training Error rate is  30.25  and the Test Error rate is  36.8421052632
Running  802 Iterations, The Training Error rate is  30.2  and the Test Error rate is  36.8421052632
Running  803 Iterations, The Training Error rate is  30.15  and the Test Error rate is  36.8421052632
Running  804 Iterations, The Training Error rate is  30.15  and the Test Error rate is  36.8421052632
Running  805 Iterations, The Training Error rate is  30.0  and the Test Error rate is  36.8421052632
Running  806 Iterations, The Training Error rate is  29.85  and the Test Error rate is  36.8421052632
Running  807 Iterations, The Training Error rate is  29.8  and the Test Error rate is  36.8421052632
Running  808 Iterations, The Training Error rate is  29.75  and the Test Error rate is  36.8421052632
Running  809 Iterations, The Training Error rate is  29.65  and the Test Error rate is  36.9736842105
Running  810 Iterations, The Training Error rate is  29.55  and the Test Error rate is  37.1052631579
Running  811 Iterations, The Training Error rate is  29.5  and the Test Error rate is  37.1052631579
Running  812 Iterations, The Training Error rate is  29.5  and the Test Error rate is  37.1052631579
Running  813 Iterations, The Training Error rate is  29.45  and the Test Error rate is  37.1052631579
Running  814 Iterations, The Training Error rate is  29.4  and the Test Error rate is  37.1052631579
Running  815 Iterations, The Training Error rate is  29.4  and the Test Error rate is  37.1052631579
Running  816 Iterations, The Training Error rate is  29.4  and the Test Error rate is  37.1052631579
Running  817 Iterations, The Training Error rate is  29.4  and the Test Error rate is  37.1052631579
Running  818 Iterations, The Training Error rate is  29.4  and the Test Error rate is  37.1052631579
Running  819 Iterations, The Training Error rate is  29.45  and the Test Error rate is  36.9736842105
Running  820 Iterations, The Training Error rate is  29.5  and the Test Error rate is  36.8421052632
Running  821 Iterations, The Training Error rate is  29.5  and the Test Error rate is  36.8421052632
Running  822 Iterations, The Training Error rate is  29.5  and the Test Error rate is  36.8421052632
Running  823 Iterations, The Training Error rate is  29.5  and the Test Error rate is  36.8421052632
Running  824 Iterations, The Training Error rate is  29.5  and the Test Error rate is  36.8421052632
Running  825 Iterations, The Training Error rate is  29.6  and the Test Error rate is  36.8421052632
Running  826 Iterations, The Training Error rate is  29.65  and the Test Error rate is  36.8421052632
Running  827 Iterations, The Training Error rate is  29.75  and the Test Error rate is  36.8421052632
Running  828 Iterations, The Training Error rate is  29.85  and the Test Error rate is  36.8421052632
Running  829 Iterations, The Training Error rate is  29.95  and the Test Error rate is  36.8421052632
Running  830 Iterations, The Training Error rate is  30.05  and the Test Error rate is  36.8421052632
Running  831 Iterations, The Training Error rate is  30.15  and the Test Error rate is  36.8421052632
Running  832 Iterations, The Training Error rate is  30.25  and the Test Error rate is  36.8421052632
Running  833 Iterations, The Training Error rate is  30.35  and the Test Error rate is  36.8421052632
Running  834 Iterations, The Training Error rate is  30.45  and the Test Error rate is  36.8421052632
Running  835 Iterations, The Training Error rate is  30.45  and the Test Error rate is  36.8421052632
Running  836 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.8421052632
Running  837 Iterations, The Training Error rate is  30.55  and the Test Error rate is  36.8421052632
Running  838 Iterations, The Training Error rate is  30.55  and the Test Error rate is  36.8421052632
Running  839 Iterations, The Training Error rate is  30.6  and the Test Error rate is  36.8421052632
Running  840 Iterations, The Training Error rate is  30.6  and the Test Error rate is  36.8421052632
Running  841 Iterations, The Training Error rate is  30.65  and the Test Error rate is  36.8421052632
Running  842 Iterations, The Training Error rate is  30.65  and the Test Error rate is  36.8421052632
Running  843 Iterations, The Training Error rate is  30.7  and the Test Error rate is  36.8421052632
Running  844 Iterations, The Training Error rate is  30.7  and the Test Error rate is  36.8421052632
Running  845 Iterations, The Training Error rate is  30.7  and the Test Error rate is  36.8421052632
Running  846 Iterations, The Training Error rate is  30.7  and the Test Error rate is  36.8421052632
Running  847 Iterations, The Training Error rate is  30.65  and the Test Error rate is  36.8421052632
Running  848 Iterations, The Training Error rate is  30.65  and the Test Error rate is  36.8421052632
Running  849 Iterations, The Training Error rate is  30.6  and the Test Error rate is  36.8421052632
Running  850 Iterations, The Training Error rate is  30.6  and the Test Error rate is  36.8421052632
Running  851 Iterations, The Training Error rate is  30.5  and the Test Error rate is  36.8421052632
Running  852 Iterations, The Training Error rate is  30.45  and the Test Error rate is  36.8421052632
Running  853 Iterations, The Training Error rate is  30.4  and the Test Error rate is  36.8421052632
Running  854 Iterations, The Training Error rate is  30.35  and the Test Error rate is  36.8421052632
Running  855 Iterations, The Training Error rate is  30.25  and the Test Error rate is  36.8421052632
Running  856 Iterations, The Training Error rate is  30.15  and the Test Error rate is  36.8421052632
Running  857 Iterations, The Training Error rate is  30.05  and the Test Error rate is  36.8421052632
Running  858 Iterations, The Training Error rate is  29.95  and the Test Error rate is  36.8421052632
Running  859 Iterations, The Training Error rate is  29.85  and the Test Error rate is  36.8421052632
Running  860 Iterations, The Training Error rate is  29.75  and the Test Error rate is  36.8421052632
Running  861 Iterations, The Training Error rate is  29.7  and the Test Error rate is  36.8421052632
Running  862 Iterations, The Training Error rate is  29.65  and the Test Error rate is  36.9736842105
Running  863 Iterations, The Training Error rate is  29.55  and the Test Error rate is  37.1052631579
Running  864 Iterations, The Training Error rate is  29.45  and the Test Error rate is  37.2368421053
Running  865 Iterations, The Training Error rate is  29.4  and the Test Error rate is  37.3684210526
Running  866 Iterations, The Training Error rate is  29.35  and the Test Error rate is  37.5
Running  867 Iterations, The Training Error rate is  29.3  and the Test Error rate is  37.6315789474
Running  868 Iterations, The Training Error rate is  29.25  and the Test Error rate is  37.7631578947
Running  869 Iterations, The Training Error rate is  29.2  and the Test Error rate is  37.8947368421
Running  870 Iterations, The Training Error rate is  29.15  and the Test Error rate is  38.0263157895
Running  871 Iterations, The Training Error rate is  29.1  and the Test Error rate is  38.1578947368
Running  872 Iterations, The Training Error rate is  29.05  and the Test Error rate is  38.1578947368
Running  873 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  874 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  875 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  876 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  877 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  878 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  879 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  880 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  881 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  882 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  883 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  884 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  885 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  886 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  887 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  888 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  889 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  890 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  891 Iterations, The Training Error rate is  29.0  and the Test Error rate is  38.1578947368
Running  892 Iterations, The Training Error rate is  28.95  and the Test Error rate is  38.1578947368
Running  893 Iterations, The Training Error rate is  28.95  and the Test Error rate is  38.1578947368
Running  894 Iterations, The Training Error rate is  28.95  and the Test Error rate is  38.1578947368
Running  895 Iterations, The Training Error rate is  28.95  and the Test Error rate is  38.1578947368
Running  896 Iterations, The Training Error rate is  28.95  and the Test Error rate is  38.1578947368
Running  897 Iterations, The Training Error rate is  28.95  and the Test Error rate is  38.1578947368
Running  898 Iterations, The Training Error rate is  28.95  and the Test Error rate is  38.1578947368
Running  899 Iterations, The Training Error rate is  28.85  and the Test Error rate is  38.1578947368
Running  900 Iterations, The Training Error rate is  28.75  and the Test Error rate is  38.1578947368
Running  901 Iterations, The Training Error rate is  28.65  and the Test Error rate is  38.1578947368
Running  902 Iterations, The Training Error rate is  28.6  and the Test Error rate is  38.1578947368
Running  903 Iterations, The Training Error rate is  28.5  and the Test Error rate is  38.1578947368
Running  904 Iterations, The Training Error rate is  28.4  and the Test Error rate is  38.1578947368
Running  905 Iterations, The Training Error rate is  28.3  and the Test Error rate is  38.1578947368
Running  906 Iterations, The Training Error rate is  28.2  and the Test Error rate is  38.1578947368
Running  907 Iterations, The Training Error rate is  28.1  and the Test Error rate is  38.1578947368
Running  908 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  909 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  910 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  911 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  912 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  913 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  914 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  915 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  916 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  917 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  918 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  919 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  920 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  921 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  922 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  923 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  924 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  925 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  926 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  927 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  928 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  929 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  930 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  931 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  932 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  933 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  934 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  935 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  936 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  937 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  938 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  939 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  940 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  941 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  942 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  943 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  944 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  945 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  946 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  947 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  948 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  949 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  950 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  951 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  952 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  953 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  954 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  955 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  956 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  957 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  958 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  959 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  960 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  961 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.1578947368
Running  962 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.0263157895
Running  963 Iterations, The Training Error rate is  28.0  and the Test Error rate is  38.0263157895
Running  964 Iterations, The Training Error rate is  28.0  and the Test Error rate is  37.8947368421
Running  965 Iterations, The Training Error rate is  28.0  and the Test Error rate is  37.7631578947
Running  966 Iterations, The Training Error rate is  28.0  and the Test Error rate is  37.6315789474
Running  967 Iterations, The Training Error rate is  28.0  and the Test Error rate is  37.5
Running  968 Iterations, The Training Error rate is  28.0  and the Test Error rate is  37.3684210526
Running  969 Iterations, The Training Error rate is  28.0  and the Test Error rate is  37.2368421053
Running  970 Iterations, The Training Error rate is  28.0  and the Test Error rate is  37.1052631579
Running  971 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.9736842105
Running  972 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.9736842105
Running  973 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  974 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  975 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  976 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  977 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  978 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  979 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  980 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  981 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  982 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  983 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  984 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  985 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  986 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  987 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  988 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  989 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  990 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  991 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  992 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  993 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  994 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  995 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  996 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  997 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  998 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  999 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  1000 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  1001 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  1002 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  1003 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  1004 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  1005 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  1006 Iterations, The Training Error rate is  28.0  and the Test Error rate is  36.8421052632
Running  1007 Iterations, The Training Error rate is  27.95  and the Test Error rate is  36.8421052632
Running  1008 Iterations, The Training Error rate is  27.9  and the Test Error rate is  36.8421052632
Running  1009 Iterations, The Training Error rate is  27.85  and the Test Error rate is  36.8421052632
Running  1010 Iterations, The Training Error rate is  27.75  and the Test Error rate is  36.8421052632
Running  1011 Iterations, The Training Error rate is  27.65  and the Test Error rate is  36.8421052632
Running  1012 Iterations, The Training Error rate is  27.55  and the Test Error rate is  36.8421052632
Running  1013 Iterations, The Training Error rate is  27.45  and the Test Error rate is  36.8421052632
Running  1014 Iterations, The Training Error rate is  27.35  and the Test Error rate is  36.8421052632
Running  1015 Iterations, The Training Error rate is  27.25  and the Test Error rate is  36.8421052632
Running  1016 Iterations, The Training Error rate is  27.15  and the Test Error rate is  36.8421052632
Running  1017 Iterations, The Training Error rate is  27.1  and the Test Error rate is  36.8421052632
Running  1018 Iterations, The Training Error rate is  27.05  and the Test Error rate is  36.8421052632
Running  1019 Iterations, The Training Error rate is  27.0  and the Test Error rate is  36.8421052632
Running  1020 Iterations, The Training Error rate is  27.0  and the Test Error rate is  36.8421052632
Running  1021 Iterations, The Training Error rate is  27.0  and the Test Error rate is  36.8421052632
Running  1022 Iterations, The Training Error rate is  27.0  and the Test Error rate is  36.8421052632
Running  1023 Iterations, The Training Error rate is  27.05  and the Test Error rate is  36.8421052632
Running  1024 Iterations, The Training Error rate is  27.1  and the Test Error rate is  36.8421052632
Running  1025 Iterations, The Training Error rate is  27.15  and the Test Error rate is  36.8421052632
Running  1026 Iterations, The Training Error rate is  27.2  and the Test Error rate is  36.8421052632
Running  1027 Iterations, The Training Error rate is  27.25  and the Test Error rate is  36.8421052632
Running  1028 Iterations, The Training Error rate is  27.3  and the Test Error rate is  36.8421052632
Running  1029 Iterations, The Training Error rate is  27.35  and the Test Error rate is  36.8421052632
Running  1030 Iterations, The Training Error rate is  27.4  and the Test Error rate is  36.8421052632
Running  1031 Iterations, The Training Error rate is  27.45  and the Test Error rate is  36.8421052632
Running  1032 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.8421052632
Running  1033 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.8421052632
Running  1034 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.8421052632
Running  1035 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.8421052632
Running  1036 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.8421052632
Running  1037 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.8421052632
Running  1038 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.8421052632
Running  1039 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.8421052632
Running  1040 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.8421052632
Running  1041 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.8421052632
Running  1042 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.8421052632
Running  1043 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.8421052632
Running  1044 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.7105263158
Running  1045 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.7105263158
Running  1046 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.5789473684
Running  1047 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.4473684211
Running  1048 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.3157894737
Running  1049 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.1842105263
Running  1050 Iterations, The Training Error rate is  27.5  and the Test Error rate is  36.0526315789
Running  1051 Iterations, The Training Error rate is  27.5  and the Test Error rate is  35.9210526316
Running  1052 Iterations, The Training Error rate is  27.5  and the Test Error rate is  35.7894736842
Running  1053 Iterations, The Training Error rate is  27.5  and the Test Error rate is  35.6578947368
Running  1054 Iterations, The Training Error rate is  27.5  and the Test Error rate is  35.6578947368
Running  1055 Iterations, The Training Error rate is  27.55  and the Test Error rate is  35.5263157895
Running  1056 Iterations, The Training Error rate is  27.55  and the Test Error rate is  35.5263157895
Running  1057 Iterations, The Training Error rate is  27.55  and the Test Error rate is  35.5263157895
Running  1058 Iterations, The Training Error rate is  27.55  and the Test Error rate is  35.5263157895
Running  1059 Iterations, The Training Error rate is  27.55  and the Test Error rate is  35.5263157895
Running  1060 Iterations, The Training Error rate is  27.55  and the Test Error rate is  35.5263157895
Running  1061 Iterations, The Training Error rate is  27.55  and the Test Error rate is  35.5263157895
Running  1062 Iterations, The Training Error rate is  27.5  and the Test Error rate is  35.5263157895
Running  1063 Iterations, The Training Error rate is  27.45  and the Test Error rate is  35.5263157895
Running  1064 Iterations, The Training Error rate is  27.4  and the Test Error rate is  35.5263157895
Running  1065 Iterations, The Training Error rate is  27.3  and the Test Error rate is  35.5263157895
Running  1066 Iterations, The Training Error rate is  27.25  and the Test Error rate is  35.5263157895
Running  1067 Iterations, The Training Error rate is  27.2  and the Test Error rate is  35.5263157895
Running  1068 Iterations, The Training Error rate is  27.15  and the Test Error rate is  35.5263157895
Running  1069 Iterations, The Training Error rate is  27.1  and the Test Error rate is  35.5263157895
Running  1070 Iterations, The Training Error rate is  27.0  and the Test Error rate is  35.5263157895
Running  1071 Iterations, The Training Error rate is  26.9  and the Test Error rate is  35.5263157895
Running  1072 Iterations, The Training Error rate is  26.85  and the Test Error rate is  35.5263157895
Running  1073 Iterations, The Training Error rate is  26.8  and the Test Error rate is  35.5263157895
Running  1074 Iterations, The Training Error rate is  26.75  and the Test Error rate is  35.5263157895
Running  1075 Iterations, The Training Error rate is  26.7  and the Test Error rate is  35.5263157895
Running  1076 Iterations, The Training Error rate is  26.65  and the Test Error rate is  35.5263157895
Running  1077 Iterations, The Training Error rate is  26.6  and the Test Error rate is  35.5263157895
Running  1078 Iterations, The Training Error rate is  26.55  and the Test Error rate is  35.5263157895
Running  1079 Iterations, The Training Error rate is  26.5  and the Test Error rate is  35.5263157895
Running  1080 Iterations, The Training Error rate is  26.5  and the Test Error rate is  35.5263157895
Running  1081 Iterations, The Training Error rate is  26.5  and the Test Error rate is  35.5263157895
Running  1082 Iterations, The Training Error rate is  26.5  and the Test Error rate is  35.5263157895
Running  1083 Iterations, The Training Error rate is  26.5  and the Test Error rate is  35.5263157895
Running  1084 Iterations, The Training Error rate is  26.5  and the Test Error rate is  35.5263157895
Running  1085 Iterations, The Training Error rate is  26.5  and the Test Error rate is  35.5263157895
Running  1086 Iterations, The Training Error rate is  26.5  and the Test Error rate is  35.5263157895
Running  1087 Iterations, The Training Error rate is  26.5  and the Test Error rate is  35.5263157895
Running  1088 Iterations, The Training Error rate is  26.5  and the Test Error rate is  35.5263157895
Running  1089 Iterations, The Training Error rate is  26.5  and the Test Error rate is  35.5263157895
Running  1090 Iterations, The Training Error rate is  26.5  and the Test Error rate is  35.5263157895
Running  1091 Iterations, The Training Error rate is  26.5  and the Test Error rate is  35.5263157895
Running  1092 Iterations, The Training Error rate is  26.5  and the Test Error rate is  35.5263157895
Running  1093 Iterations, The Training Error rate is  26.5  and the Test Error rate is  35.5263157895
Running  1094 Iterations, The Training Error rate is  26.45  and the Test Error rate is  35.5263157895
Running  1095 Iterations, The Training Error rate is  26.4  and the Test Error rate is  35.5263157895
Running  1096 Iterations, The Training Error rate is  26.35  and the Test Error rate is  35.5263157895
Running  1097 Iterations, The Training Error rate is  26.3  and the Test Error rate is  35.5263157895
Running  1098 Iterations, The Training Error rate is  26.25  and the Test Error rate is  35.5263157895
Running  1099 Iterations, The Training Error rate is  26.2  and the Test Error rate is  35.5263157895
Running  1100 Iterations, The Training Error rate is  26.15  and the Test Error rate is  35.5263157895
Running  1101 Iterations, The Training Error rate is  26.1  and the Test Error rate is  35.5263157895
Running  1102 Iterations, The Training Error rate is  26.05  and the Test Error rate is  35.5263157895
Running  1103 Iterations, The Training Error rate is  26.0  and the Test Error rate is  35.5263157895
Running  1104 Iterations, The Training Error rate is  26.0  and the Test Error rate is  35.5263157895
Running  1105 Iterations, The Training Error rate is  26.0  and the Test Error rate is  35.5263157895
Running  1106 Iterations, The Training Error rate is  26.0  and the Test Error rate is  35.3947368421
Running  1107 Iterations, The Training Error rate is  25.95  and the Test Error rate is  35.2631578947
Running  1108 Iterations, The Training Error rate is  25.9  and the Test Error rate is  35.1315789474
Running  1109 Iterations, The Training Error rate is  25.85  and the Test Error rate is  35.0
Running  1110 Iterations, The Training Error rate is  25.8  and the Test Error rate is  34.8684210526
Running  1111 Iterations, The Training Error rate is  25.75  and the Test Error rate is  34.7368421053
Running  1112 Iterations, The Training Error rate is  25.7  and the Test Error rate is  34.6052631579
Running  1113 Iterations, The Training Error rate is  25.65  and the Test Error rate is  34.4736842105
Running  1114 Iterations, The Training Error rate is  25.6  and the Test Error rate is  34.3421052632
Running  1115 Iterations, The Training Error rate is  25.55  and the Test Error rate is  34.2105263158
Running  1116 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1117 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1118 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1119 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1120 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1121 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1122 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1123 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1124 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1125 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1126 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1127 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1128 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1129 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1130 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1131 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1132 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1133 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1134 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1135 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1136 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1137 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1138 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1139 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1140 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1141 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1142 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1143 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1144 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1145 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1146 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1147 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1148 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1149 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1150 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1151 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1152 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1153 Iterations, The Training Error rate is  25.5  and the Test Error rate is  34.2105263158
Running  1154 Iterations, The Training Error rate is  25.55  and the Test Error rate is  34.2105263158
Running  1155 Iterations, The Training Error rate is  25.6  and the Test Error rate is  34.2105263158
Running  1156 Iterations, The Training Error rate is  25.65  and the Test Error rate is  34.2105263158
Running  1157 Iterations, The Training Error rate is  25.7  and the Test Error rate is  34.2105263158
Running  1158 Iterations, The Training Error rate is  25.75  and the Test Error rate is  34.0789473684
Running  1159 Iterations, The Training Error rate is  25.8  and the Test Error rate is  33.9473684211
Running  1160 Iterations, The Training Error rate is  25.85  and the Test Error rate is  33.8157894737
Running  1161 Iterations, The Training Error rate is  25.9  and the Test Error rate is  33.6842105263
Running  1162 Iterations, The Training Error rate is  25.95  and the Test Error rate is  33.5526315789
Running  1163 Iterations, The Training Error rate is  26.0  and the Test Error rate is  33.4210526316
Running  1164 Iterations, The Training Error rate is  26.0  and the Test Error rate is  33.2894736842
Running  1165 Iterations, The Training Error rate is  26.0  and the Test Error rate is  33.1578947368
Running  1166 Iterations, The Training Error rate is  25.95  and the Test Error rate is  33.0263157895
Running  1167 Iterations, The Training Error rate is  25.9  and the Test Error rate is  32.8947368421
Running  1168 Iterations, The Training Error rate is  25.85  and the Test Error rate is  32.8947368421
Running  1169 Iterations, The Training Error rate is  25.8  and the Test Error rate is  32.8947368421
Running  1170 Iterations, The Training Error rate is  25.75  and the Test Error rate is  32.8947368421
Running  1171 Iterations, The Training Error rate is  25.7  and the Test Error rate is  32.8947368421
Running  1172 Iterations, The Training Error rate is  25.65  and the Test Error rate is  32.8947368421
Running  1173 Iterations, The Training Error rate is  25.6  and the Test Error rate is  32.8947368421
Running  1174 Iterations, The Training Error rate is  25.55  and the Test Error rate is  32.8947368421
Running  1175 Iterations, The Training Error rate is  25.5  and the Test Error rate is  32.8947368421
Running  1176 Iterations, The Training Error rate is  25.5  and the Test Error rate is  32.8947368421
Running  1177 Iterations, The Training Error rate is  25.5  and the Test Error rate is  32.8947368421
Running  1178 Iterations, The Training Error rate is  25.5  and the Test Error rate is  32.8947368421
Running  1179 Iterations, The Training Error rate is  25.5  and the Test Error rate is  32.8947368421
Running  1180 Iterations, The Training Error rate is  25.5  and the Test Error rate is  32.8947368421
Running  1181 Iterations, The Training Error rate is  25.5  and the Test Error rate is  32.8947368421
Running  1182 Iterations, The Training Error rate is  25.5  and the Test Error rate is  33.0263157895
Running  1183 Iterations, The Training Error rate is  25.5  and the Test Error rate is  33.1578947368
Running  1184 Iterations, The Training Error rate is  25.5  and the Test Error rate is  33.2894736842
Running  1185 Iterations, The Training Error rate is  25.5  and the Test Error rate is  33.4210526316
Running  1186 Iterations, The Training Error rate is  25.45  and the Test Error rate is  33.5526315789
Running  1187 Iterations, The Training Error rate is  25.4  and the Test Error rate is  33.6842105263
Running  1188 Iterations, The Training Error rate is  25.35  and the Test Error rate is  33.8157894737
Running  1189 Iterations, The Training Error rate is  25.3  and the Test Error rate is  33.9473684211
Running  1190 Iterations, The Training Error rate is  25.25  and the Test Error rate is  34.0789473684
Running  1191 Iterations, The Training Error rate is  25.2  and the Test Error rate is  34.2105263158
Running  1192 Iterations, The Training Error rate is  25.15  and the Test Error rate is  34.2105263158
Running  1193 Iterations, The Training Error rate is  25.1  and the Test Error rate is  34.2105263158
Running  1194 Iterations, The Training Error rate is  25.05  and the Test Error rate is  34.2105263158
Running  1195 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1196 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1197 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1198 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1199 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1200 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1201 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1202 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1203 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1204 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1205 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1206 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1207 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1208 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1209 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1210 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1211 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1212 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1213 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1214 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1215 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1216 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1217 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1218 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1219 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1220 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1221 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1222 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1223 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1224 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1225 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1226 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1227 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1228 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1229 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1230 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1231 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1232 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1233 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1234 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1235 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1236 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1237 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1238 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1239 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1240 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1241 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1242 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1243 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1244 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1245 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1246 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1247 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1248 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1249 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1250 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1251 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1252 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1253 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1254 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1255 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1256 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1257 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1258 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1259 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1260 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1261 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1262 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1263 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1264 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1265 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1266 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1267 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1268 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1269 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1270 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1271 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1272 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1273 Iterations, The Training Error rate is  25.0  and the Test Error rate is  34.2105263158
Running  1274 Iterations, The Training Error rate is  24.95  and the Test Error rate is  34.2105263158
Running  1275 Iterations, The Training Error rate is  24.9  and the Test Error rate is  34.2105263158
Running  1276 Iterations, The Training Error rate is  24.85  and the Test Error rate is  34.2105263158
Running  1277 Iterations, The Training Error rate is  24.8  and the Test Error rate is  34.2105263158
Running  1278 Iterations, The Training Error rate is  24.75  and the Test Error rate is  34.2105263158
Running  1279 Iterations, The Training Error rate is  24.7  and the Test Error rate is  34.2105263158
Running  1280 Iterations, The Training Error rate is  24.6  and the Test Error rate is  34.2105263158
Running  1281 Iterations, The Training Error rate is  24.5  and the Test Error rate is  34.2105263158
Running  1282 Iterations, The Training Error rate is  24.4  and the Test Error rate is  34.2105263158
Running  1283 Iterations, The Training Error rate is  24.3  and the Test Error rate is  34.2105263158
Running  1284 Iterations, The Training Error rate is  24.25  and the Test Error rate is  34.2105263158
Running  1285 Iterations, The Training Error rate is  24.2  and the Test Error rate is  34.2105263158
Running  1286 Iterations, The Training Error rate is  24.15  and the Test Error rate is  34.2105263158
Running  1287 Iterations, The Training Error rate is  24.1  and the Test Error rate is  34.2105263158
Running  1288 Iterations, The Training Error rate is  24.05  and the Test Error rate is  34.2105263158
Running  1289 Iterations, The Training Error rate is  24.0  and the Test Error rate is  34.2105263158
Running  1290 Iterations, The Training Error rate is  24.0  and the Test Error rate is  34.2105263158
Running  1291 Iterations, The Training Error rate is  24.0  and the Test Error rate is  34.2105263158
Running  1292 Iterations, The Training Error rate is  24.0  and the Test Error rate is  34.2105263158
Running  1293 Iterations, The Training Error rate is  24.0  and the Test Error rate is  34.2105263158
Running  1294 Iterations, The Training Error rate is  24.0  and the Test Error rate is  34.0789473684
Running  1295 Iterations, The Training Error rate is  24.0  and the Test Error rate is  34.0789473684
Running  1296 Iterations, The Training Error rate is  24.0  and the Test Error rate is  33.8157894737
Running  1297 Iterations, The Training Error rate is  24.0  and the Test Error rate is  33.5526315789
Running  1298 Iterations, The Training Error rate is  24.0  and the Test Error rate is  33.2894736842
Running  1299 Iterations, The Training Error rate is  24.0  and the Test Error rate is  33.0263157895
Running  1300 Iterations, The Training Error rate is  24.0  and the Test Error rate is  32.7631578947
Running  1301 Iterations, The Training Error rate is  24.0  and the Test Error rate is  32.5
Running  1302 Iterations, The Training Error rate is  24.0  and the Test Error rate is  32.2368421053
Running  1303 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.9736842105
Running  1304 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.8421052632
Running  1305 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.5789473684
Running  1306 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.5789473684
Running  1307 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.5789473684
Running  1308 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.5789473684
Running  1309 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.5789473684
Running  1310 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.5789473684
Running  1311 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.5789473684
Running  1312 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.5789473684
Running  1313 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.5789473684
Running  1314 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.5789473684
Running  1315 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.5789473684
Running  1316 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.5789473684
Running  1317 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.5789473684
Running  1318 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.5789473684
Running  1319 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.5789473684
Running  1320 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.4473684211
Running  1321 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.3157894737
Running  1322 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.1842105263
Running  1323 Iterations, The Training Error rate is  24.0  and the Test Error rate is  31.0526315789
Running  1324 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.9210526316
Running  1325 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.7894736842
Running  1326 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.6578947368
Running  1327 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.5263157895
Running  1328 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.3947368421
Running  1329 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1330 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1331 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1332 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1333 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1334 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1335 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1336 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1337 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1338 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1339 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1340 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1341 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1342 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1343 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1344 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1345 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1346 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.2631578947
Running  1347 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.1315789474
Running  1348 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.1315789474
Running  1349 Iterations, The Training Error rate is  24.0  and the Test Error rate is  30.0
Running  1350 Iterations, The Training Error rate is  24.0  and the Test Error rate is  29.8684210526
Running  1351 Iterations, The Training Error rate is  24.0  and the Test Error rate is  29.7368421053
Running  1352 Iterations, The Training Error rate is  24.0  and the Test Error rate is  29.6052631579
Running  1353 Iterations, The Training Error rate is  24.0  and the Test Error rate is  29.4736842105
Running  1354 Iterations, The Training Error rate is  24.0  and the Test Error rate is  29.3421052632
Running  1355 Iterations, The Training Error rate is  24.0  and the Test Error rate is  29.2105263158
Running  1356 Iterations, The Training Error rate is  24.0  and the Test Error rate is  29.0789473684
Running  1357 Iterations, The Training Error rate is  24.0  and the Test Error rate is  29.0789473684
Running  1358 Iterations, The Training Error rate is  24.0  and the Test Error rate is  28.9473684211
Running  1359 Iterations, The Training Error rate is  24.0  and the Test Error rate is  28.9473684211
Running  1360 Iterations, The Training Error rate is  24.0  and the Test Error rate is  28.9473684211
Running  1361 Iterations, The Training Error rate is  24.0  and the Test Error rate is  28.9473684211
Running  1362 Iterations, The Training Error rate is  23.95  and the Test Error rate is  28.9473684211
Running  1363 Iterations, The Training Error rate is  23.95  and the Test Error rate is  28.9473684211
Running  1364 Iterations, The Training Error rate is  23.9  and the Test Error rate is  28.9473684211
Running  1365 Iterations, The Training Error rate is  23.85  and the Test Error rate is  28.9473684211
Running  1366 Iterations, The Training Error rate is  23.8  and the Test Error rate is  28.9473684211
Running  1367 Iterations, The Training Error rate is  23.75  and the Test Error rate is  28.9473684211
Running  1368 Iterations, The Training Error rate is  23.7  and the Test Error rate is  28.9473684211
Running  1369 Iterations, The Training Error rate is  23.6  and the Test Error rate is  28.9473684211
Running  1370 Iterations, The Training Error rate is  23.5  and the Test Error rate is  28.9473684211
Running  1371 Iterations, The Training Error rate is  23.4  and the Test Error rate is  28.9473684211
Running  1372 Iterations, The Training Error rate is  23.35  and the Test Error rate is  28.9473684211
Running  1373 Iterations, The Training Error rate is  23.25  and the Test Error rate is  28.9473684211
Running  1374 Iterations, The Training Error rate is  23.2  and the Test Error rate is  28.9473684211
Running  1375 Iterations, The Training Error rate is  23.15  and the Test Error rate is  28.9473684211
Running  1376 Iterations, The Training Error rate is  23.1  and the Test Error rate is  28.9473684211
Running  1377 Iterations, The Training Error rate is  23.05  and the Test Error rate is  28.9473684211
Running  1378 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1379 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1380 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1381 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1382 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1383 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1384 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1385 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1386 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1387 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1388 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1389 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1390 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1391 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1392 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1393 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1394 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1395 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1396 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1397 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1398 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1399 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1400 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1401 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1402 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1403 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1404 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1405 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1406 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1407 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.9473684211
Running  1408 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.8157894737
Running  1409 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.6842105263
Running  1410 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.5526315789
Running  1411 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.4210526316
Running  1412 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.2894736842
Running  1413 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.1578947368
Running  1414 Iterations, The Training Error rate is  23.0  and the Test Error rate is  28.0263157895
Running  1415 Iterations, The Training Error rate is  23.0  and the Test Error rate is  27.8947368421
Running  1416 Iterations, The Training Error rate is  23.0  and the Test Error rate is  27.6315789474
Running  1417 Iterations, The Training Error rate is  23.0  and the Test Error rate is  27.3684210526
Running  1418 Iterations, The Training Error rate is  23.0  and the Test Error rate is  27.2368421053
Running  1419 Iterations, The Training Error rate is  23.0  and the Test Error rate is  27.1052631579
Running  1420 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.9736842105
Running  1421 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.8421052632
Running  1422 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.7105263158
Running  1423 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.5789473684
Running  1424 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.4473684211
Running  1425 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1426 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1427 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1428 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1429 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1430 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1431 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1432 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1433 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1434 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1435 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1436 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1437 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1438 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1439 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1440 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1441 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1442 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1443 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1444 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1445 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1446 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1447 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1448 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1449 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1450 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1451 Iterations, The Training Error rate is  23.0  and the Test Error rate is  26.3157894737
Running  1452 Iterations, The Training Error rate is  22.95  and the Test Error rate is  26.3157894737
Running  1453 Iterations, The Training Error rate is  22.9  and the Test Error rate is  26.3157894737
Running  1454 Iterations, The Training Error rate is  22.85  and the Test Error rate is  26.3157894737
Running  1455 Iterations, The Training Error rate is  22.8  and the Test Error rate is  26.3157894737
Running  1456 Iterations, The Training Error rate is  22.75  and the Test Error rate is  26.3157894737
Running  1457 Iterations, The Training Error rate is  22.7  and the Test Error rate is  26.3157894737
Running  1458 Iterations, The Training Error rate is  22.65  and the Test Error rate is  26.3157894737
Running  1459 Iterations, The Training Error rate is  22.6  and the Test Error rate is  26.3157894737
Running  1460 Iterations, The Training Error rate is  22.5  and the Test Error rate is  26.3157894737
Running  1461 Iterations, The Training Error rate is  22.4  and the Test Error rate is  26.3157894737
Running  1462 Iterations, The Training Error rate is  22.35  and the Test Error rate is  26.3157894737
Running  1463 Iterations, The Training Error rate is  22.3  and the Test Error rate is  26.3157894737
Running  1464 Iterations, The Training Error rate is  22.25  and the Test Error rate is  26.3157894737
Running  1465 Iterations, The Training Error rate is  22.2  and the Test Error rate is  26.3157894737
Running  1466 Iterations, The Training Error rate is  22.15  and the Test Error rate is  26.3157894737
Running  1467 Iterations, The Training Error rate is  22.1  and the Test Error rate is  26.3157894737
Running  1468 Iterations, The Training Error rate is  22.05  and the Test Error rate is  26.3157894737
Running  1469 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1470 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1471 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1472 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1473 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1474 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1475 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1476 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1477 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1478 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1479 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1480 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1481 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1482 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1483 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1484 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1485 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1486 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1487 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1488 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1489 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1490 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1491 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1492 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1493 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1494 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1495 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1496 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1497 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1498 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1499 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1500 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1501 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1502 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1503 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1504 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1505 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1506 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1507 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1508 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1509 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1510 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1511 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1512 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1513 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1514 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1515 Iterations, The Training Error rate is  22.0  and the Test Error rate is  26.3157894737
Running  1516 Iterations, The Training Error rate is  21.95  and the Test Error rate is  26.3157894737
Running  1517 Iterations, The Training Error rate is  21.9  and the Test Error rate is  26.3157894737
Running  1518 Iterations, The Training Error rate is  21.85  and the Test Error rate is  26.3157894737
Running  1519 Iterations, The Training Error rate is  21.8  and the Test Error rate is  26.3157894737
Running  1520 Iterations, The Training Error rate is  21.75  and the Test Error rate is  26.3157894737
Running  1521 Iterations, The Training Error rate is  21.7  and the Test Error rate is  26.3157894737
Running  1522 Iterations, The Training Error rate is  21.65  and the Test Error rate is  26.3157894737
Running  1523 Iterations, The Training Error rate is  21.6  and the Test Error rate is  26.3157894737
Running  1524 Iterations, The Training Error rate is  21.55  and the Test Error rate is  26.3157894737
Running  1525 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1526 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1527 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1528 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1529 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1530 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1531 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1532 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1533 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1534 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1535 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1536 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1537 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1538 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1539 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1540 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1541 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1542 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1543 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1544 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1545 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1546 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1547 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1548 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1549 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1550 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1551 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1552 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1553 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1554 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1555 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1556 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1557 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1558 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1559 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.3157894737
Running  1560 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.1842105263
Running  1561 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.0526315789
Running  1562 Iterations, The Training Error rate is  21.55  and the Test Error rate is  25.9210526316
Running  1563 Iterations, The Training Error rate is  21.6  and the Test Error rate is  25.7894736842
Running  1564 Iterations, The Training Error rate is  21.65  and the Test Error rate is  25.6578947368
Running  1565 Iterations, The Training Error rate is  21.7  and the Test Error rate is  25.5263157895
Running  1566 Iterations, The Training Error rate is  21.75  and the Test Error rate is  25.3947368421
Running  1567 Iterations, The Training Error rate is  21.8  and the Test Error rate is  25.2631578947
Running  1568 Iterations, The Training Error rate is  21.85  and the Test Error rate is  25.1315789474
Running  1569 Iterations, The Training Error rate is  21.9  and the Test Error rate is  25.0
Running  1570 Iterations, The Training Error rate is  21.95  and the Test Error rate is  25.0
Running  1571 Iterations, The Training Error rate is  22.0  and the Test Error rate is  25.0
Running  1572 Iterations, The Training Error rate is  22.0  and the Test Error rate is  25.0
Running  1573 Iterations, The Training Error rate is  22.0  and the Test Error rate is  25.0
Running  1574 Iterations, The Training Error rate is  22.0  and the Test Error rate is  25.0
Running  1575 Iterations, The Training Error rate is  22.0  and the Test Error rate is  25.0
Running  1576 Iterations, The Training Error rate is  22.0  and the Test Error rate is  25.0
Running  1577 Iterations, The Training Error rate is  22.0  and the Test Error rate is  25.0
Running  1578 Iterations, The Training Error rate is  22.0  and the Test Error rate is  25.0
Running  1579 Iterations, The Training Error rate is  22.0  and the Test Error rate is  25.0
Running  1580 Iterations, The Training Error rate is  22.0  and the Test Error rate is  25.0
Running  1581 Iterations, The Training Error rate is  22.0  and the Test Error rate is  25.0
Running  1582 Iterations, The Training Error rate is  22.0  and the Test Error rate is  25.0
Running  1583 Iterations, The Training Error rate is  22.0  and the Test Error rate is  25.0
Running  1584 Iterations, The Training Error rate is  22.0  and the Test Error rate is  24.8684210526
Running  1585 Iterations, The Training Error rate is  22.0  and the Test Error rate is  24.7368421053
Running  1586 Iterations, The Training Error rate is  22.0  and the Test Error rate is  24.6052631579
Running  1587 Iterations, The Training Error rate is  22.0  and the Test Error rate is  24.4736842105
Running  1588 Iterations, The Training Error rate is  22.0  and the Test Error rate is  24.3421052632
Running  1589 Iterations, The Training Error rate is  22.0  and the Test Error rate is  24.2105263158
Running  1590 Iterations, The Training Error rate is  22.0  and the Test Error rate is  24.0789473684
Running  1591 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.9473684211
Running  1592 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.8157894737
Running  1593 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.6842105263
Running  1594 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.6842105263
Running  1595 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.6842105263
Running  1596 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.6842105263
Running  1597 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.6842105263
Running  1598 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.6842105263
Running  1599 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.6842105263
Running  1600 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.6842105263
Running  1601 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.6842105263
Running  1602 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.6842105263
Running  1603 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.6842105263
Running  1604 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.6842105263
Running  1605 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.6842105263
Running  1606 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.6842105263
Running  1607 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.6842105263
Running  1608 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.6842105263
Running  1609 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.5526315789
Running  1610 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.4210526316
Running  1611 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.2894736842
Running  1612 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.1578947368
Running  1613 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.0263157895
Running  1614 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.8947368421
Running  1615 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.7631578947
Running  1616 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.6315789474
Running  1617 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.5
Running  1618 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1619 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1620 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1621 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1622 Iterations, The Training Error rate is  21.95  and the Test Error rate is  22.3684210526
Running  1623 Iterations, The Training Error rate is  21.9  and the Test Error rate is  22.3684210526
Running  1624 Iterations, The Training Error rate is  21.85  and the Test Error rate is  22.3684210526
Running  1625 Iterations, The Training Error rate is  21.8  and the Test Error rate is  22.3684210526
Running  1626 Iterations, The Training Error rate is  21.75  and the Test Error rate is  22.3684210526
Running  1627 Iterations, The Training Error rate is  21.7  and the Test Error rate is  22.3684210526
Running  1628 Iterations, The Training Error rate is  21.65  and the Test Error rate is  22.3684210526
Running  1629 Iterations, The Training Error rate is  21.65  and the Test Error rate is  22.3684210526
Running  1630 Iterations, The Training Error rate is  21.65  and the Test Error rate is  22.3684210526
Running  1631 Iterations, The Training Error rate is  21.65  and the Test Error rate is  22.3684210526
Running  1632 Iterations, The Training Error rate is  21.7  and the Test Error rate is  22.3684210526
Running  1633 Iterations, The Training Error rate is  21.75  and the Test Error rate is  22.3684210526
Running  1634 Iterations, The Training Error rate is  21.8  and the Test Error rate is  22.3684210526
Running  1635 Iterations, The Training Error rate is  21.85  and the Test Error rate is  22.3684210526
Running  1636 Iterations, The Training Error rate is  21.9  and the Test Error rate is  22.3684210526
Running  1637 Iterations, The Training Error rate is  21.95  and the Test Error rate is  22.3684210526
Running  1638 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1639 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1640 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1641 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1642 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1643 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1644 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1645 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1646 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1647 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1648 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1649 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1650 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1651 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1652 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1653 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.5
Running  1654 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.6315789474
Running  1655 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.7631578947
Running  1656 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.8947368421
Running  1657 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.0263157895
Running  1658 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.1578947368
Running  1659 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.1578947368
Running  1660 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.1578947368
Running  1661 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.1578947368
Running  1662 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.1578947368
Running  1663 Iterations, The Training Error rate is  22.0  and the Test Error rate is  23.0263157895
Running  1664 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.8947368421
Running  1665 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.7631578947
Running  1666 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.6315789474
Running  1667 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.5
Running  1668 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1669 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1670 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1671 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1672 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1673 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1674 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1675 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1676 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1677 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1678 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1679 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1680 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1681 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1682 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1683 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1684 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1685 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1686 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1687 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1688 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1689 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1690 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1691 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1692 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1693 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1694 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1695 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1696 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1697 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1698 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1699 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1700 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1701 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1702 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1703 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1704 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1705 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1706 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1707 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1708 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1709 Iterations, The Training Error rate is  22.0  and the Test Error rate is  22.3684210526
Running  1710 Iterations, The Training Error rate is  21.95  and the Test Error rate is  22.3684210526
Running  1711 Iterations, The Training Error rate is  21.9  and the Test Error rate is  22.3684210526
Running  1712 Iterations, The Training Error rate is  21.85  and the Test Error rate is  22.3684210526
Running  1713 Iterations, The Training Error rate is  21.8  and the Test Error rate is  22.3684210526
Running  1714 Iterations, The Training Error rate is  21.75  and the Test Error rate is  22.3684210526
Running  1715 Iterations, The Training Error rate is  21.7  and the Test Error rate is  22.3684210526
Running  1716 Iterations, The Training Error rate is  21.65  and the Test Error rate is  22.3684210526
Running  1717 Iterations, The Training Error rate is  21.6  and the Test Error rate is  22.3684210526
Running  1718 Iterations, The Training Error rate is  21.55  and the Test Error rate is  22.3684210526
Running  1719 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1720 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1721 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1722 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1723 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1724 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1725 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1726 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1727 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1728 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1729 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1730 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1731 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1732 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1733 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1734 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1735 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1736 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1737 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1738 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1739 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1740 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1741 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1742 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1743 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1744 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1745 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1746 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1747 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1748 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1749 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1750 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1751 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1752 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1753 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1754 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1755 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1756 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1757 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1758 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1759 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1760 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1761 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1762 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1763 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1764 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1765 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1766 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1767 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1768 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1769 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1770 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1771 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1772 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1773 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1774 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1775 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1776 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1777 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1778 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1779 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1780 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1781 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1782 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1783 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1784 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1785 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1786 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1787 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1788 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1789 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1790 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1791 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1792 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1793 Iterations, The Training Error rate is  21.5  and the Test Error rate is  22.3684210526
Running  1794 Iterations, The Training Error rate is  21.45  and the Test Error rate is  22.3684210526
Running  1795 Iterations, The Training Error rate is  21.4  and the Test Error rate is  22.3684210526
Running  1796 Iterations, The Training Error rate is  21.35  and the Test Error rate is  22.3684210526
Running  1797 Iterations, The Training Error rate is  21.3  and the Test Error rate is  22.3684210526
Running  1798 Iterations, The Training Error rate is  21.25  and the Test Error rate is  22.3684210526
Running  1799 Iterations, The Training Error rate is  21.2  and the Test Error rate is  22.3684210526
Running  1800 Iterations, The Training Error rate is  21.15  and the Test Error rate is  22.3684210526
Running  1801 Iterations, The Training Error rate is  21.1  and the Test Error rate is  22.3684210526
Running  1802 Iterations, The Training Error rate is  21.0  and the Test Error rate is  22.3684210526
Running  1803 Iterations, The Training Error rate is  20.9  and the Test Error rate is  22.3684210526
Running  1804 Iterations, The Training Error rate is  20.85  and the Test Error rate is  22.3684210526
Running  1805 Iterations, The Training Error rate is  20.8  and the Test Error rate is  22.3684210526
Running  1806 Iterations, The Training Error rate is  20.75  and the Test Error rate is  22.3684210526
Running  1807 Iterations, The Training Error rate is  20.7  and the Test Error rate is  22.3684210526
Running  1808 Iterations, The Training Error rate is  20.65  and the Test Error rate is  22.3684210526
Running  1809 Iterations, The Training Error rate is  20.6  and the Test Error rate is  22.3684210526
Running  1810 Iterations, The Training Error rate is  20.55  and the Test Error rate is  22.3684210526
Running  1811 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1812 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1813 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1814 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1815 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1816 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1817 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1818 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1819 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1820 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1821 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1822 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1823 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1824 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1825 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1826 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1827 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1828 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1829 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1830 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1831 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1832 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1833 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1834 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1835 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1836 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1837 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1838 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1839 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1840 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1841 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1842 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1843 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1844 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1845 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1846 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1847 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1848 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1849 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1850 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1851 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1852 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1853 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1854 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1855 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1856 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1857 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1858 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1859 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1860 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1861 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1862 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1863 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1864 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1865 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1866 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1867 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1868 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1869 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1870 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1871 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1872 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1873 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1874 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1875 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1876 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1877 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1878 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1879 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1880 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1881 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1882 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1883 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1884 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1885 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1886 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1887 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1888 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1889 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1890 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1891 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1892 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1893 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1894 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1895 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1896 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1897 Iterations, The Training Error rate is  20.5  and the Test Error rate is  22.3684210526
Running  1898 Iterations, The Training Error rate is  20.45  and the Test Error rate is  22.3684210526
Running  1899 Iterations, The Training Error rate is  20.45  and the Test Error rate is  22.3684210526
Running  1900 Iterations, The Training Error rate is  20.4  and the Test Error rate is  22.3684210526
Running  1901 Iterations, The Training Error rate is  20.35  and the Test Error rate is  22.3684210526
Running  1902 Iterations, The Training Error rate is  20.3  and the Test Error rate is  22.3684210526
Running  1903 Iterations, The Training Error rate is  20.25  and the Test Error rate is  22.3684210526
Running  1904 Iterations, The Training Error rate is  20.2  and the Test Error rate is  22.3684210526
Running  1905 Iterations, The Training Error rate is  20.15  and the Test Error rate is  22.3684210526
Running  1906 Iterations, The Training Error rate is  20.1  and the Test Error rate is  22.3684210526
Running  1907 Iterations, The Training Error rate is  20.05  and the Test Error rate is  22.3684210526
Running  1908 Iterations, The Training Error rate is  20.05  and the Test Error rate is  22.3684210526
Running  1909 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1910 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1911 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1912 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1913 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1914 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1915 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1916 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1917 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1918 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1919 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1920 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1921 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1922 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1923 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1924 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1925 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1926 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1927 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1928 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1929 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1930 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1931 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1932 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1933 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1934 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1935 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1936 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1937 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1938 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1939 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1940 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1941 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1942 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1943 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1944 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1945 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1946 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1947 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1948 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1949 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1950 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1951 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1952 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1953 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1954 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1955 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1956 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1957 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1958 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1959 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1960 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1961 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1962 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1963 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1964 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1965 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1966 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1967 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1968 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1969 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1970 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1971 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1972 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1973 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1974 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.3684210526
Running  1975 Iterations, The Training Error rate is  19.95  and the Test Error rate is  22.3684210526
Running  1976 Iterations, The Training Error rate is  19.9  and the Test Error rate is  22.3684210526
Running  1977 Iterations, The Training Error rate is  19.85  and the Test Error rate is  22.3684210526
Running  1978 Iterations, The Training Error rate is  19.8  and the Test Error rate is  22.3684210526
Running  1979 Iterations, The Training Error rate is  19.75  and the Test Error rate is  22.3684210526
Running  1980 Iterations, The Training Error rate is  19.7  and the Test Error rate is  22.3684210526
Running  1981 Iterations, The Training Error rate is  19.65  and the Test Error rate is  22.3684210526
Running  1982 Iterations, The Training Error rate is  19.6  and the Test Error rate is  22.3684210526
Running  1983 Iterations, The Training Error rate is  19.55  and the Test Error rate is  22.3684210526
Running  1984 Iterations, The Training Error rate is  19.5  and the Test Error rate is  22.3684210526
Running  1985 Iterations, The Training Error rate is  19.5  and the Test Error rate is  22.3684210526
Running  1986 Iterations, The Training Error rate is  19.5  and the Test Error rate is  22.3684210526
Running  1987 Iterations, The Training Error rate is  19.5  and the Test Error rate is  22.3684210526
Running  1988 Iterations, The Training Error rate is  19.5  and the Test Error rate is  22.3684210526
Running  1989 Iterations, The Training Error rate is  19.5  and the Test Error rate is  22.3684210526
Running  1990 Iterations, The Training Error rate is  19.5  and the Test Error rate is  22.3684210526
Running  1991 Iterations, The Training Error rate is  19.5  and the Test Error rate is  22.3684210526
Running  1992 Iterations, The Training Error rate is  19.5  and the Test Error rate is  22.3684210526
Running  1993 Iterations, The Training Error rate is  19.5  and the Test Error rate is  22.3684210526
Running  1994 Iterations, The Training Error rate is  19.5  and the Test Error rate is  22.3684210526
Running  1995 Iterations, The Training Error rate is  19.5  and the Test Error rate is  22.3684210526
Running  1996 Iterations, The Training Error rate is  19.5  and the Test Error rate is  22.3684210526
Running  1997 Iterations, The Training Error rate is  19.5  and the Test Error rate is  22.3684210526
Running  1998 Iterations, The Training Error rate is  19.5  and the Test Error rate is  22.3684210526
Running  1999 Iterations, The Training Error rate is  19.5  and the Test Error rate is  22.3684210526
Running  2000 Iterations, The Training Error rate is  19.45  and the Test Error rate is  22.3684210526
Running  2001 Iterations, The Training Error rate is  19.4  and the Test Error rate is  22.3684210526
Running  2002 Iterations, The Training Error rate is  19.35  and the Test Error rate is  22.3684210526
Running  2003 Iterations, The Training Error rate is  19.3  and the Test Error rate is  22.3684210526
Running  2004 Iterations, The Training Error rate is  19.25  and the Test Error rate is  22.3684210526
Running  2005 Iterations, The Training Error rate is  19.2  and the Test Error rate is  22.3684210526
Running  2006 Iterations, The Training Error rate is  19.15  and the Test Error rate is  22.3684210526
Running  2007 Iterations, The Training Error rate is  19.1  and the Test Error rate is  22.3684210526
Running  2008 Iterations, The Training Error rate is  19.05  and the Test Error rate is  22.3684210526
Running  2009 Iterations, The Training Error rate is  19.0  and the Test Error rate is  22.3684210526
Running  2010 Iterations, The Training Error rate is  19.0  and the Test Error rate is  22.3684210526
Running  2011 Iterations, The Training Error rate is  19.0  and the Test Error rate is  22.3684210526
Running  2012 Iterations, The Training Error rate is  19.0  and the Test Error rate is  22.3684210526
Running  2013 Iterations, The Training Error rate is  19.0  and the Test Error rate is  22.3684210526
Running  2014 Iterations, The Training Error rate is  19.0  and the Test Error rate is  22.3684210526
Running  2015 Iterations, The Training Error rate is  19.0  and the Test Error rate is  22.3684210526
Running  2016 Iterations, The Training Error rate is  19.0  and the Test Error rate is  22.3684210526
Running  2017 Iterations, The Training Error rate is  19.0  and the Test Error rate is  22.3684210526
Running  2018 Iterations, The Training Error rate is  19.0  and the Test Error rate is  22.3684210526
Running  2019 Iterations, The Training Error rate is  19.0  and the Test Error rate is  22.3684210526
Running  2020 Iterations, The Training Error rate is  19.0  and the Test Error rate is  22.3684210526
Running  2021 Iterations, The Training Error rate is  19.0  and the Test Error rate is  22.3684210526
Running  2022 Iterations, The Training Error rate is  19.0  and the Test Error rate is  22.3684210526
Running  2023 Iterations, The Training Error rate is  19.0  and the Test Error rate is  22.3684210526
Running  2024 Iterations, The Training Error rate is  19.0  and the Test Error rate is  22.3684210526
Running  2025 Iterations, The Training Error rate is  18.95  and the Test Error rate is  22.3684210526
Running  2026 Iterations, The Training Error rate is  18.9  and the Test Error rate is  22.3684210526
Running  2027 Iterations, The Training Error rate is  18.8  and the Test Error rate is  22.3684210526
Running  2028 Iterations, The Training Error rate is  18.7  and the Test Error rate is  22.3684210526
Running  2029 Iterations, The Training Error rate is  18.6  and the Test Error rate is  22.3684210526
Running  2030 Iterations, The Training Error rate is  18.5  and the Test Error rate is  22.3684210526
Running  2031 Iterations, The Training Error rate is  18.4  and the Test Error rate is  22.3684210526
Running  2032 Iterations, The Training Error rate is  18.3  and the Test Error rate is  22.3684210526
Running  2033 Iterations, The Training Error rate is  18.2  and the Test Error rate is  22.3684210526
Running  2034 Iterations, The Training Error rate is  18.1  and the Test Error rate is  22.3684210526
Running  2035 Iterations, The Training Error rate is  18.05  and the Test Error rate is  22.3684210526
Running  2036 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2037 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2038 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2039 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2040 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2041 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2042 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2043 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2044 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2045 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2046 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2047 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2048 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2049 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2050 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2051 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2052 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2053 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2054 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2055 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2056 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2057 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2058 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2059 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2060 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2061 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2062 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2063 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2064 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2065 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2066 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2067 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2068 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2069 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2070 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2071 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2072 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2073 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2074 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2075 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2076 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2077 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2078 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2079 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2080 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2081 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2082 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2083 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2084 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2085 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2086 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2087 Iterations, The Training Error rate is  18.05  and the Test Error rate is  22.3684210526
Running  2088 Iterations, The Training Error rate is  18.05  and the Test Error rate is  22.3684210526
Running  2089 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2090 Iterations, The Training Error rate is  17.95  and the Test Error rate is  22.3684210526
Running  2091 Iterations, The Training Error rate is  17.9  and the Test Error rate is  22.3684210526
Running  2092 Iterations, The Training Error rate is  17.85  and the Test Error rate is  22.3684210526
Running  2093 Iterations, The Training Error rate is  17.8  and the Test Error rate is  22.3684210526
Running  2094 Iterations, The Training Error rate is  17.75  and the Test Error rate is  22.3684210526
Running  2095 Iterations, The Training Error rate is  17.7  and the Test Error rate is  22.3684210526
Running  2096 Iterations, The Training Error rate is  17.65  and the Test Error rate is  22.3684210526
Running  2097 Iterations, The Training Error rate is  17.6  and the Test Error rate is  22.3684210526
Running  2098 Iterations, The Training Error rate is  17.6  and the Test Error rate is  22.3684210526
Running  2099 Iterations, The Training Error rate is  17.65  and the Test Error rate is  22.3684210526
Running  2100 Iterations, The Training Error rate is  17.7  and the Test Error rate is  22.3684210526
Running  2101 Iterations, The Training Error rate is  17.7  and the Test Error rate is  22.3684210526
Running  2102 Iterations, The Training Error rate is  17.7  and the Test Error rate is  22.3684210526
Running  2103 Iterations, The Training Error rate is  17.75  and the Test Error rate is  22.3684210526
Running  2104 Iterations, The Training Error rate is  17.8  and the Test Error rate is  22.3684210526
Running  2105 Iterations, The Training Error rate is  17.8  and the Test Error rate is  22.3684210526
Running  2106 Iterations, The Training Error rate is  17.8  and the Test Error rate is  22.3684210526
Running  2107 Iterations, The Training Error rate is  17.8  and the Test Error rate is  22.3684210526
Running  2108 Iterations, The Training Error rate is  17.8  and the Test Error rate is  22.3684210526
Running  2109 Iterations, The Training Error rate is  17.8  and the Test Error rate is  22.3684210526
Running  2110 Iterations, The Training Error rate is  17.8  and the Test Error rate is  22.3684210526
Running  2111 Iterations, The Training Error rate is  17.85  and the Test Error rate is  22.3684210526
Running  2112 Iterations, The Training Error rate is  17.9  and the Test Error rate is  22.3684210526
Running  2113 Iterations, The Training Error rate is  17.9  and the Test Error rate is  22.3684210526
Running  2114 Iterations, The Training Error rate is  17.9  and the Test Error rate is  22.3684210526
Running  2115 Iterations, The Training Error rate is  17.95  and the Test Error rate is  22.3684210526
Running  2116 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2117 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2118 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2119 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2120 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2121 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2122 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2123 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2124 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2125 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2126 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2127 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2128 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2129 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2130 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2131 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2132 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2133 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2134 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2135 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2136 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2137 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2138 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2139 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2140 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2141 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2142 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2143 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2144 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2145 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2146 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2147 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2148 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2149 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2150 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2151 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2152 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2153 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2154 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2155 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2156 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2157 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2158 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2159 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2160 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  2161 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.2368421053
Running  2162 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.1052631579
Running  2163 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.9736842105
Running  2164 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.8421052632
Running  2165 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.7105263158
Running  2166 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.5789473684
Running  2167 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.4473684211
Running  2168 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.3157894737
Running  2169 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.1842105263
Running  2170 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2171 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2172 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2173 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2174 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2175 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2176 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2177 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2178 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2179 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2180 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2181 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2182 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2183 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2184 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2185 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2186 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2187 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2188 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2189 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2190 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2191 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2192 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2193 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2194 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2195 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2196 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2197 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2198 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2199 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2200 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2201 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2202 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2203 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2204 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2205 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2206 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2207 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2208 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2209 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2210 Iterations, The Training Error rate is  18.0  and the Test Error rate is  21.0526315789
Running  2211 Iterations, The Training Error rate is  17.95  and the Test Error rate is  21.0526315789
Running  2212 Iterations, The Training Error rate is  17.9  and the Test Error rate is  21.0526315789
Running  2213 Iterations, The Training Error rate is  17.85  and the Test Error rate is  21.0526315789
Running  2214 Iterations, The Training Error rate is  17.8  and the Test Error rate is  21.0526315789
Running  2215 Iterations, The Training Error rate is  17.75  and the Test Error rate is  21.0526315789
Running  2216 Iterations, The Training Error rate is  17.7  and the Test Error rate is  21.0526315789
Running  2217 Iterations, The Training Error rate is  17.65  and the Test Error rate is  21.0526315789
Running  2218 Iterations, The Training Error rate is  17.6  and the Test Error rate is  21.0526315789
Running  2219 Iterations, The Training Error rate is  17.55  and the Test Error rate is  21.0526315789
Running  2220 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2221 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2222 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2223 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2224 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2225 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2226 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2227 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2228 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2229 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2230 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2231 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2232 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2233 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2234 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2235 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2236 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2237 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  2238 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.1842105263
Running  2239 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.1842105263
Running  2240 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.3157894737
Running  2241 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.4473684211
Running  2242 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.5789473684
Running  2243 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.7105263158
Running  2244 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.8421052632
Running  2245 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.9736842105
Running  2246 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.1052631579
Running  2247 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.2368421053
Running  2248 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.2368421053
Running  2249 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2250 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2251 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2252 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2253 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2254 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2255 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2256 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2257 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2258 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2259 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2260 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2261 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2262 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2263 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2264 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2265 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2266 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2267 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2268 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2269 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2270 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2271 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2272 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2273 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2274 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2275 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2276 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2277 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2278 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2279 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2280 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2281 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2282 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2283 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2284 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2285 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2286 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2287 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2288 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2289 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2290 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2291 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2292 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2293 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2294 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2295 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2296 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2297 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2298 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2299 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2300 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2301 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2302 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2303 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2304 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2305 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2306 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2307 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2308 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2309 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2310 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2311 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2312 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2313 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2314 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2315 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2316 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2317 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2318 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2319 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2320 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2321 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2322 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2323 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2324 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2325 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2326 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2327 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2328 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2329 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2330 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2331 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2332 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2333 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2334 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2335 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2336 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2337 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2338 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2339 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2340 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.5
Running  2341 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.6315789474
Running  2342 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.7631578947
Running  2343 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.8947368421
Running  2344 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.0263157895
Running  2345 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.1578947368
Running  2346 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.2894736842
Running  2347 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.4210526316
Running  2348 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.5526315789
Running  2349 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2350 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2351 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2352 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2353 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2354 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2355 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2356 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2357 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2358 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2359 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2360 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2361 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2362 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2363 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2364 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2365 Iterations, The Training Error rate is  17.5  and the Test Error rate is  23.6842105263
Running  2366 Iterations, The Training Error rate is  17.55  and the Test Error rate is  23.6842105263
Running  2367 Iterations, The Training Error rate is  17.6  and the Test Error rate is  23.6842105263
Running  2368 Iterations, The Training Error rate is  17.65  and the Test Error rate is  23.6842105263
Running  2369 Iterations, The Training Error rate is  17.7  and the Test Error rate is  23.6842105263
Running  2370 Iterations, The Training Error rate is  17.75  and the Test Error rate is  23.6842105263
Running  2371 Iterations, The Training Error rate is  17.8  and the Test Error rate is  23.6842105263
Running  2372 Iterations, The Training Error rate is  17.85  and the Test Error rate is  23.6842105263
Running  2373 Iterations, The Training Error rate is  17.9  and the Test Error rate is  23.6842105263
Running  2374 Iterations, The Training Error rate is  17.95  and the Test Error rate is  23.6842105263
Running  2375 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2376 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2377 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2378 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2379 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2380 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2381 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2382 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2383 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2384 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2385 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2386 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2387 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2388 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2389 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2390 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2391 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2392 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2393 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2394 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2395 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2396 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2397 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2398 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2399 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2400 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2401 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2402 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2403 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2404 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2405 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2406 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2407 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2408 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2409 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2410 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2411 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2412 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2413 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2414 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2415 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2416 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2417 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2418 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2419 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2420 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2421 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2422 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2423 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2424 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2425 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2426 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2427 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2428 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2429 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2430 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2431 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2432 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2433 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2434 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2435 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2436 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2437 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2438 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2439 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2440 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2441 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2442 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2443 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2444 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2445 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2446 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2447 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2448 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2449 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2450 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2451 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2452 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2453 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2454 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2455 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2456 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2457 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2458 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2459 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2460 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2461 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2462 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2463 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2464 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2465 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2466 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2467 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2468 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2469 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2470 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2471 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2472 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2473 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2474 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2475 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2476 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2477 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2478 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2479 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2480 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2481 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2482 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2483 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2484 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2485 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2486 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2487 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2488 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2489 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2490 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2491 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2492 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2493 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2494 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2495 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2496 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2497 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2498 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2499 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2500 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2501 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2502 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2503 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2504 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2505 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2506 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2507 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2508 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2509 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2510 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2511 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2512 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2513 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2514 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2515 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2516 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2517 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2518 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2519 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2520 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2521 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2522 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2523 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2524 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2525 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.6842105263
Running  2526 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.5526315789
Running  2527 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.4210526316
Running  2528 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.2894736842
Running  2529 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.1578947368
Running  2530 Iterations, The Training Error rate is  18.0  and the Test Error rate is  23.0263157895
Running  2531 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.8947368421
Running  2532 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.7631578947
Running  2533 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.6315789474
Running  2534 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.5
Running  2535 Iterations, The Training Error rate is  17.95  and the Test Error rate is  22.3684210526
Running  2536 Iterations, The Training Error rate is  17.9  and the Test Error rate is  22.3684210526
Running  2537 Iterations, The Training Error rate is  17.85  and the Test Error rate is  22.3684210526
Running  2538 Iterations, The Training Error rate is  17.8  and the Test Error rate is  22.3684210526
Running  2539 Iterations, The Training Error rate is  17.75  and the Test Error rate is  22.3684210526
Running  2540 Iterations, The Training Error rate is  17.7  and the Test Error rate is  22.3684210526
Running  2541 Iterations, The Training Error rate is  17.65  and the Test Error rate is  22.3684210526
Running  2542 Iterations, The Training Error rate is  17.6  and the Test Error rate is  22.3684210526
Running  2543 Iterations, The Training Error rate is  17.55  and the Test Error rate is  22.3684210526
Running  2544 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2545 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2546 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2547 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2548 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2549 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2550 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2551 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2552 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2553 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2554 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2555 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2556 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2557 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2558 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2559 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2560 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2561 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2562 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2563 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2564 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2565 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2566 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2567 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2568 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2569 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2570 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2571 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2572 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2573 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2574 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2575 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2576 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2577 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2578 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2579 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2580 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2581 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2582 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2583 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2584 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2585 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2586 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2587 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2588 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2589 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2590 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2591 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2592 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2593 Iterations, The Training Error rate is  17.5  and the Test Error rate is  22.3684210526
Running  2594 Iterations, The Training Error rate is  17.45  and the Test Error rate is  22.3684210526
Running  2595 Iterations, The Training Error rate is  17.45  and the Test Error rate is  22.3684210526
Running  2596 Iterations, The Training Error rate is  17.4  and the Test Error rate is  22.3684210526
Running  2597 Iterations, The Training Error rate is  17.35  and the Test Error rate is  22.3684210526
Running  2598 Iterations, The Training Error rate is  17.3  and the Test Error rate is  22.3684210526
Running  2599 Iterations, The Training Error rate is  17.25  and the Test Error rate is  22.3684210526
Running  2600 Iterations, The Training Error rate is  17.2  and the Test Error rate is  22.3684210526
Running  2601 Iterations, The Training Error rate is  17.15  and the Test Error rate is  22.3684210526
Running  2602 Iterations, The Training Error rate is  17.1  and the Test Error rate is  22.3684210526
Running  2603 Iterations, The Training Error rate is  17.05  and the Test Error rate is  22.3684210526
Running  2604 Iterations, The Training Error rate is  17.05  and the Test Error rate is  22.3684210526
Running  2605 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.3684210526
Running  2606 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.3684210526
Running  2607 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.3684210526
Running  2608 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.3684210526
Running  2609 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.3684210526
Running  2610 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.3684210526
Running  2611 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.3684210526
Running  2612 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.3684210526
Running  2613 Iterations, The Training Error rate is  17.0  and the Test Error rate is  22.3684210526
Running  2614 Iterations, The Training Error rate is  16.95  and the Test Error rate is  22.3684210526
Running  2615 Iterations, The Training Error rate is  16.9  and the Test Error rate is  22.3684210526
Running  2616 Iterations, The Training Error rate is  16.85  and the Test Error rate is  22.3684210526
Running  2617 Iterations, The Training Error rate is  16.8  and the Test Error rate is  22.3684210526
Running  2618 Iterations, The Training Error rate is  16.75  and the Test Error rate is  22.3684210526
Running  2619 Iterations, The Training Error rate is  16.7  and the Test Error rate is  22.3684210526
Running  2620 Iterations, The Training Error rate is  16.65  and the Test Error rate is  22.3684210526
Running  2621 Iterations, The Training Error rate is  16.6  and the Test Error rate is  22.3684210526
Running  2622 Iterations, The Training Error rate is  16.55  and the Test Error rate is  22.3684210526
Running  2623 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2624 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2625 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2626 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2627 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2628 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2629 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2630 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2631 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2632 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2633 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2634 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2635 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2636 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2637 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2638 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2639 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2640 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2641 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2642 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2643 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2644 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2645 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2646 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2647 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2648 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2649 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2650 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2651 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2652 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2653 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2654 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2655 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2656 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2657 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2658 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2659 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2660 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2661 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2662 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2663 Iterations, The Training Error rate is  16.5  and the Test Error rate is  22.3684210526
Running  2664 Iterations, The Training Error rate is  16.45  and the Test Error rate is  22.3684210526
Running  2665 Iterations, The Training Error rate is  16.4  and the Test Error rate is  22.3684210526
Running  2666 Iterations, The Training Error rate is  16.35  and the Test Error rate is  22.3684210526
Running  2667 Iterations, The Training Error rate is  16.3  and the Test Error rate is  22.3684210526
Running  2668 Iterations, The Training Error rate is  16.25  and the Test Error rate is  22.3684210526
Running  2669 Iterations, The Training Error rate is  16.2  and the Test Error rate is  22.3684210526
Running  2670 Iterations, The Training Error rate is  16.15  and the Test Error rate is  22.3684210526
Running  2671 Iterations, The Training Error rate is  16.1  and the Test Error rate is  22.3684210526
Running  2672 Iterations, The Training Error rate is  16.05  and the Test Error rate is  22.3684210526
Running  2673 Iterations, The Training Error rate is  16.0  and the Test Error rate is  22.3684210526
Running  2674 Iterations, The Training Error rate is  16.0  and the Test Error rate is  22.3684210526
Running  2675 Iterations, The Training Error rate is  16.0  and the Test Error rate is  22.3684210526
Running  2676 Iterations, The Training Error rate is  16.0  and the Test Error rate is  22.3684210526
Running  2677 Iterations, The Training Error rate is  16.0  and the Test Error rate is  22.3684210526
Running  2678 Iterations, The Training Error rate is  16.0  and the Test Error rate is  22.3684210526
Running  2679 Iterations, The Training Error rate is  16.0  and the Test Error rate is  22.3684210526
Running  2680 Iterations, The Training Error rate is  16.0  and the Test Error rate is  22.3684210526
Running  2681 Iterations, The Training Error rate is  16.0  and the Test Error rate is  22.3684210526
Running  2682 Iterations, The Training Error rate is  15.95  and the Test Error rate is  22.3684210526
Running  2683 Iterations, The Training Error rate is  15.9  and the Test Error rate is  22.3684210526
Running  2684 Iterations, The Training Error rate is  15.85  and the Test Error rate is  22.3684210526
Running  2685 Iterations, The Training Error rate is  15.8  and the Test Error rate is  22.3684210526
Running  2686 Iterations, The Training Error rate is  15.75  and the Test Error rate is  22.3684210526
Running  2687 Iterations, The Training Error rate is  15.7  and the Test Error rate is  22.3684210526
Running  2688 Iterations, The Training Error rate is  15.65  and the Test Error rate is  22.3684210526
Running  2689 Iterations, The Training Error rate is  15.6  and the Test Error rate is  22.3684210526
Running  2690 Iterations, The Training Error rate is  15.55  and the Test Error rate is  22.3684210526
Running  2691 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2692 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2693 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2694 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2695 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2696 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2697 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2698 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2699 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2700 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2701 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2702 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2703 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2704 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2705 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2706 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2707 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2708 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2709 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2710 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2711 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2712 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2713 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2714 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2715 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2716 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2717 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2718 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2719 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2720 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2721 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2722 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2723 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2724 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2725 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2726 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2727 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2728 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2729 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2730 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2731 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2732 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2733 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2734 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2735 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2736 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2737 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  2738 Iterations, The Training Error rate is  15.45  and the Test Error rate is  22.3684210526
Running  2739 Iterations, The Training Error rate is  15.4  and the Test Error rate is  22.3684210526
Running  2740 Iterations, The Training Error rate is  15.35  and the Test Error rate is  22.3684210526
Running  2741 Iterations, The Training Error rate is  15.3  and the Test Error rate is  22.3684210526
Running  2742 Iterations, The Training Error rate is  15.25  and the Test Error rate is  22.3684210526
Running  2743 Iterations, The Training Error rate is  15.2  and the Test Error rate is  22.3684210526
Running  2744 Iterations, The Training Error rate is  15.15  and the Test Error rate is  22.3684210526
Running  2745 Iterations, The Training Error rate is  15.1  and the Test Error rate is  22.3684210526
Running  2746 Iterations, The Training Error rate is  15.05  and the Test Error rate is  22.3684210526
Running  2747 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2748 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2749 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2750 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2751 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2752 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2753 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2754 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2755 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2756 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2757 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2758 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2759 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2760 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2761 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2762 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2763 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2764 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2765 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2766 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2767 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2768 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2769 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2770 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2771 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2772 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2773 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2774 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2775 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2776 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2777 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2778 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2779 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2780 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2781 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2782 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2783 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2784 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2785 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2786 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2787 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2788 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2789 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2790 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2791 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2792 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2793 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2794 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2795 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2796 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2797 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2798 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2799 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2800 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2801 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2802 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2803 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2804 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2805 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2806 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2807 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2808 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2809 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2810 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2811 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2812 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2813 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2814 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2815 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2816 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2817 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2818 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2819 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2820 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2821 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2822 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2823 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2824 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2825 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2826 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2827 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2828 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2829 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2830 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2831 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2832 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2833 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2834 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2835 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2836 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2837 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2838 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2839 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2840 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2841 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2842 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2843 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2844 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2845 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2846 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2847 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2848 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2849 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2850 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2851 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2852 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2853 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2854 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2855 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2856 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2857 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2858 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2859 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2860 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2861 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2862 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2863 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2864 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2865 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2866 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2867 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2868 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2869 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2870 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2871 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2872 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2873 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2874 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2875 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2876 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2877 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2878 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2879 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2880 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2881 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2882 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.3684210526
Running  2883 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.2368421053
Running  2884 Iterations, The Training Error rate is  15.0  and the Test Error rate is  22.1052631579
Running  2885 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.9736842105
Running  2886 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.8421052632
Running  2887 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.7105263158
Running  2888 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.5789473684
Running  2889 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.4473684211
Running  2890 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.3157894737
Running  2891 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.1842105263
Running  2892 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2893 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2894 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2895 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2896 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2897 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2898 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2899 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2900 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2901 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2902 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2903 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2904 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2905 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2906 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2907 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2908 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2909 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2910 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2911 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2912 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2913 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2914 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2915 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2916 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2917 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2918 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2919 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2920 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2921 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2922 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2923 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2924 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2925 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2926 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2927 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2928 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2929 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2930 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2931 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2932 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2933 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2934 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2935 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2936 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2937 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2938 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2939 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2940 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2941 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2942 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2943 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2944 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2945 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2946 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2947 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2948 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2949 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2950 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2951 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2952 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2953 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2954 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2955 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2956 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2957 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2958 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2959 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2960 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2961 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2962 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2963 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2964 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2965 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2966 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2967 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2968 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2969 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2970 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2971 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2972 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2973 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2974 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2975 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2976 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2977 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2978 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2979 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2980 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2981 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2982 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2983 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2984 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2985 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2986 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2987 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2988 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2989 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2990 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2991 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2992 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2993 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2994 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2995 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2996 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2997 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2998 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  2999 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3000 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3001 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3002 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3003 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3004 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3005 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3006 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3007 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3008 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3009 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3010 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3011 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3012 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3013 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3014 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3015 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3016 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3017 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3018 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3019 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3020 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3021 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3022 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3023 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3024 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3025 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3026 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3027 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3028 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3029 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3030 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3031 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3032 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3033 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3034 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3035 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3036 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3037 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3038 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3039 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3040 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3041 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3042 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3043 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3044 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3045 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3046 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3047 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3048 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3049 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3050 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3051 Iterations, The Training Error rate is  15.0  and the Test Error rate is  21.0526315789
Running  3052 Iterations, The Training Error rate is  15.0  and the Test Error rate is  20.9210526316
Running  3053 Iterations, The Training Error rate is  15.0  and the Test Error rate is  20.7894736842
Running  3054 Iterations, The Training Error rate is  15.0  and the Test Error rate is  20.6578947368
Running  3055 Iterations, The Training Error rate is  15.0  and the Test Error rate is  20.5263157895
Running  3056 Iterations, The Training Error rate is  15.0  and the Test Error rate is  20.3947368421
Running  3057 Iterations, The Training Error rate is  15.0  and the Test Error rate is  20.2631578947
Running  3058 Iterations, The Training Error rate is  15.0  and the Test Error rate is  20.1315789474
Running  3059 Iterations, The Training Error rate is  15.0  and the Test Error rate is  20.0
Running  3060 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.8684210526
Running  3061 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3062 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3063 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3064 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3065 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3066 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3067 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3068 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3069 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3070 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3071 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3072 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3073 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3074 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3075 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3076 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3077 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3078 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3079 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3080 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3081 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3082 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3083 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3084 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3085 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3086 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3087 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3088 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3089 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3090 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3091 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3092 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3093 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3094 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3095 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3096 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3097 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3098 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3099 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3100 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3101 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3102 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3103 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3104 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3105 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3106 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3107 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3108 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3109 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3110 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3111 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3112 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3113 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3114 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3115 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3116 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3117 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3118 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3119 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3120 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3121 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3122 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3123 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3124 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3125 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3126 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3127 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3128 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3129 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3130 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3131 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3132 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3133 Iterations, The Training Error rate is  15.0  and the Test Error rate is  19.7368421053
Running  3134 Iterations, The Training Error rate is  14.95  and the Test Error rate is  19.7368421053
Running  3135 Iterations, The Training Error rate is  14.9  and the Test Error rate is  19.7368421053
Running  3136 Iterations, The Training Error rate is  14.85  and the Test Error rate is  19.7368421053
Running  3137 Iterations, The Training Error rate is  14.8  and the Test Error rate is  19.7368421053
Running  3138 Iterations, The Training Error rate is  14.75  and the Test Error rate is  19.7368421053
Running  3139 Iterations, The Training Error rate is  14.7  and the Test Error rate is  19.7368421053
Running  3140 Iterations, The Training Error rate is  14.65  and the Test Error rate is  19.7368421053
Running  3141 Iterations, The Training Error rate is  14.6  and the Test Error rate is  19.7368421053
Running  3142 Iterations, The Training Error rate is  14.55  and the Test Error rate is  19.7368421053
Running  3143 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3144 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3145 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3146 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3147 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3148 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3149 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3150 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3151 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3152 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3153 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3154 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3155 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3156 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3157 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3158 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3159 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3160 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3161 Iterations, The Training Error rate is  14.5  and the Test Error rate is  19.7368421053
Running  3162 Iterations, The Training Error rate is  14.45  and the Test Error rate is  19.7368421053
Running  3163 Iterations, The Training Error rate is  14.4  and the Test Error rate is  19.7368421053
Running  3164 Iterations, The Training Error rate is  14.35  and the Test Error rate is  19.7368421053
Running  3165 Iterations, The Training Error rate is  14.3  and the Test Error rate is  19.7368421053
Running  3166 Iterations, The Training Error rate is  14.25  and the Test Error rate is  19.7368421053
Running  3167 Iterations, The Training Error rate is  14.2  and the Test Error rate is  19.7368421053
Running  3168 Iterations, The Training Error rate is  14.15  and the Test Error rate is  19.7368421053
Running  3169 Iterations, The Training Error rate is  14.1  and the Test Error rate is  19.7368421053
Running  3170 Iterations, The Training Error rate is  14.05  and the Test Error rate is  19.7368421053
Running  3171 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3172 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3173 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3174 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3175 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3176 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3177 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3178 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3179 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3180 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3181 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3182 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3183 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3184 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3185 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3186 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3187 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3188 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3189 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3190 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3191 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3192 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3193 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3194 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3195 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3196 Iterations, The Training Error rate is  14.0  and the Test Error rate is  19.7368421053
Running  3197 Iterations, The Training Error rate is  13.95  and the Test Error rate is  19.7368421053
Running  3198 Iterations, The Training Error rate is  13.9  and the Test Error rate is  19.7368421053
Running  3199 Iterations, The Training Error rate is  13.85  and the Test Error rate is  19.7368421053
Running  3200 Iterations, The Training Error rate is  13.8  and the Test Error rate is  19.7368421053
Running  3201 Iterations, The Training Error rate is  13.75  and the Test Error rate is  19.7368421053
Running  3202 Iterations, The Training Error rate is  13.7  and the Test Error rate is  19.7368421053
Running  3203 Iterations, The Training Error rate is  13.65  and the Test Error rate is  19.7368421053
Running  3204 Iterations, The Training Error rate is  13.6  and the Test Error rate is  19.7368421053
Running  3205 Iterations, The Training Error rate is  13.55  and the Test Error rate is  19.7368421053
Running  3206 Iterations, The Training Error rate is  13.5  and the Test Error rate is  19.7368421053
Running  3207 Iterations, The Training Error rate is  13.5  and the Test Error rate is  19.7368421053
Running  3208 Iterations, The Training Error rate is  13.5  and the Test Error rate is  19.7368421053
Running  3209 Iterations, The Training Error rate is  13.5  and the Test Error rate is  19.7368421053
Running  3210 Iterations, The Training Error rate is  13.5  and the Test Error rate is  19.7368421053
Running  3211 Iterations, The Training Error rate is  13.5  and the Test Error rate is  19.7368421053
Running  3212 Iterations, The Training Error rate is  13.5  and the Test Error rate is  19.7368421053
Running  3213 Iterations, The Training Error rate is  13.5  and the Test Error rate is  19.7368421053
Running  3214 Iterations, The Training Error rate is  13.5  and the Test Error rate is  19.7368421053
Running  3215 Iterations, The Training Error rate is  13.5  and the Test Error rate is  19.7368421053
Running  3216 Iterations, The Training Error rate is  13.5  and the Test Error rate is  19.7368421053
Running  3217 Iterations, The Training Error rate is  13.5  and the Test Error rate is  19.7368421053
Running  3218 Iterations, The Training Error rate is  13.5  and the Test Error rate is  19.7368421053
Running  3219 Iterations, The Training Error rate is  13.5  and the Test Error rate is  19.7368421053
Running  3220 Iterations, The Training Error rate is  13.5  and the Test Error rate is  19.8684210526
Running  3221 Iterations, The Training Error rate is  13.5  and the Test Error rate is  20.0
Running  3222 Iterations, The Training Error rate is  13.5  and the Test Error rate is  20.1315789474
Running  3223 Iterations, The Training Error rate is  13.5  and the Test Error rate is  20.2631578947
Running  3224 Iterations, The Training Error rate is  13.5  and the Test Error rate is  20.3947368421
Running  3225 Iterations, The Training Error rate is  13.5  and the Test Error rate is  20.5263157895
Running  3226 Iterations, The Training Error rate is  13.5  and the Test Error rate is  20.6578947368
Running  3227 Iterations, The Training Error rate is  13.5  and the Test Error rate is  20.7894736842
Running  3228 Iterations, The Training Error rate is  13.5  and the Test Error rate is  20.9210526316
Running  3229 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3230 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3231 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3232 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3233 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3234 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3235 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3236 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3237 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3238 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3239 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3240 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3241 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3242 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3243 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3244 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3245 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  3246 Iterations, The Training Error rate is  13.45  and the Test Error rate is  21.0526315789
Running  3247 Iterations, The Training Error rate is  13.4  and the Test Error rate is  21.0526315789
Running  3248 Iterations, The Training Error rate is  13.35  and the Test Error rate is  21.0526315789
Running  3249 Iterations, The Training Error rate is  13.3  and the Test Error rate is  21.0526315789
Running  3250 Iterations, The Training Error rate is  13.25  and the Test Error rate is  21.0526315789
Running  3251 Iterations, The Training Error rate is  13.2  and the Test Error rate is  21.0526315789
Running  3252 Iterations, The Training Error rate is  13.15  and the Test Error rate is  21.0526315789
Running  3253 Iterations, The Training Error rate is  13.1  and the Test Error rate is  21.0526315789
Running  3254 Iterations, The Training Error rate is  13.05  and the Test Error rate is  21.0526315789
Running  3255 Iterations, The Training Error rate is  13.0  and the Test Error rate is  21.0526315789
Running  3256 Iterations, The Training Error rate is  13.0  and the Test Error rate is  21.0526315789
Running  3257 Iterations, The Training Error rate is  13.0  and the Test Error rate is  21.0526315789
Running  3258 Iterations, The Training Error rate is  13.0  and the Test Error rate is  21.0526315789
Running  3259 Iterations, The Training Error rate is  13.0  and the Test Error rate is  21.0526315789
Running  3260 Iterations, The Training Error rate is  13.0  and the Test Error rate is  21.0526315789
Running  3261 Iterations, The Training Error rate is  13.0  and the Test Error rate is  21.0526315789
Running  3262 Iterations, The Training Error rate is  12.95  and the Test Error rate is  21.0526315789
Running  3263 Iterations, The Training Error rate is  12.9  and the Test Error rate is  21.0526315789
Running  3264 Iterations, The Training Error rate is  12.85  and the Test Error rate is  21.0526315789
Running  3265 Iterations, The Training Error rate is  12.8  and the Test Error rate is  21.0526315789
Running  3266 Iterations, The Training Error rate is  12.75  and the Test Error rate is  21.0526315789
Running  3267 Iterations, The Training Error rate is  12.7  and the Test Error rate is  21.0526315789
Running  3268 Iterations, The Training Error rate is  12.65  and the Test Error rate is  21.0526315789
Running  3269 Iterations, The Training Error rate is  12.6  and the Test Error rate is  21.0526315789
Running  3270 Iterations, The Training Error rate is  12.55  and the Test Error rate is  21.0526315789
Running  3271 Iterations, The Training Error rate is  12.5  and the Test Error rate is  21.0526315789
Running  3272 Iterations, The Training Error rate is  12.5  and the Test Error rate is  21.0526315789
Running  3273 Iterations, The Training Error rate is  12.5  and the Test Error rate is  21.0526315789
Running  3274 Iterations, The Training Error rate is  12.5  and the Test Error rate is  21.0526315789
Running  3275 Iterations, The Training Error rate is  12.5  and the Test Error rate is  21.0526315789
Running  3276 Iterations, The Training Error rate is  12.5  and the Test Error rate is  21.0526315789
Running  3277 Iterations, The Training Error rate is  12.5  and the Test Error rate is  21.0526315789
Running  3278 Iterations, The Training Error rate is  12.5  and the Test Error rate is  21.0526315789
Running  3279 Iterations, The Training Error rate is  12.5  and the Test Error rate is  21.0526315789
Running  3280 Iterations, The Training Error rate is  12.5  and the Test Error rate is  21.0526315789
Running  3281 Iterations, The Training Error rate is  12.5  and the Test Error rate is  21.0526315789
Running  3282 Iterations, The Training Error rate is  12.5  and the Test Error rate is  21.0526315789
Running  3283 Iterations, The Training Error rate is  12.5  and the Test Error rate is  21.0526315789
Running  3284 Iterations, The Training Error rate is  12.45  and the Test Error rate is  21.0526315789
Running  3285 Iterations, The Training Error rate is  12.4  and the Test Error rate is  21.0526315789
Running  3286 Iterations, The Training Error rate is  12.3  and the Test Error rate is  21.0526315789
Running  3287 Iterations, The Training Error rate is  12.2  and the Test Error rate is  21.0526315789
Running  3288 Iterations, The Training Error rate is  12.1  and the Test Error rate is  21.0526315789
Running  3289 Iterations, The Training Error rate is  12.0  and the Test Error rate is  21.0526315789
Running  3290 Iterations, The Training Error rate is  11.9  and the Test Error rate is  21.0526315789
Running  3291 Iterations, The Training Error rate is  11.8  and the Test Error rate is  21.0526315789
Running  3292 Iterations, The Training Error rate is  11.7  and the Test Error rate is  21.0526315789
Running  3293 Iterations, The Training Error rate is  11.6  and the Test Error rate is  21.0526315789
Running  3294 Iterations, The Training Error rate is  11.55  and the Test Error rate is  21.0526315789
Running  3295 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3296 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3297 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3298 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3299 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3300 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3301 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3302 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3303 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3304 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3305 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3306 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3307 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3308 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3309 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3310 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3311 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3312 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3313 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3314 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3315 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3316 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3317 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3318 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3319 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3320 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3321 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3322 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3323 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3324 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3325 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3326 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3327 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3328 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3329 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3330 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3331 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3332 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3333 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3334 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3335 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3336 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3337 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3338 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3339 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3340 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3341 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3342 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3343 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3344 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3345 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3346 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3347 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3348 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3349 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3350 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3351 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3352 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3353 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3354 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3355 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3356 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3357 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3358 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3359 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3360 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3361 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3362 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3363 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3364 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3365 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3366 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3367 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3368 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3369 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3370 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3371 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3372 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3373 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3374 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3375 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3376 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3377 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3378 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3379 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3380 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3381 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3382 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3383 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3384 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3385 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3386 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3387 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3388 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3389 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3390 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3391 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3392 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3393 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3394 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3395 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3396 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3397 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3398 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3399 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3400 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3401 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3402 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3403 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3404 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3405 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3406 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3407 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3408 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3409 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  3410 Iterations, The Training Error rate is  11.45  and the Test Error rate is  21.0526315789
Running  3411 Iterations, The Training Error rate is  11.4  and the Test Error rate is  21.0526315789
Running  3412 Iterations, The Training Error rate is  11.35  and the Test Error rate is  21.0526315789
Running  3413 Iterations, The Training Error rate is  11.3  and the Test Error rate is  21.0526315789
Running  3414 Iterations, The Training Error rate is  11.25  and the Test Error rate is  21.0526315789
Running  3415 Iterations, The Training Error rate is  11.2  and the Test Error rate is  21.0526315789
Running  3416 Iterations, The Training Error rate is  11.15  and the Test Error rate is  21.0526315789
Running  3417 Iterations, The Training Error rate is  11.1  and the Test Error rate is  21.0526315789
Running  3418 Iterations, The Training Error rate is  11.05  and the Test Error rate is  21.0526315789
Running  3419 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3420 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3421 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3422 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3423 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3424 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3425 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3426 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3427 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3428 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3429 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3430 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3431 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3432 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3433 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3434 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3435 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3436 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3437 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3438 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3439 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3440 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3441 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3442 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3443 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3444 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3445 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3446 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3447 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3448 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3449 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3450 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3451 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3452 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3453 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3454 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3455 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3456 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3457 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3458 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3459 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3460 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3461 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3462 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3463 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3464 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3465 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3466 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3467 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3468 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3469 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3470 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3471 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3472 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3473 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3474 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3475 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3476 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3477 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3478 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3479 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3480 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3481 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3482 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3483 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3484 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3485 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3486 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3487 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3488 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3489 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3490 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3491 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3492 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3493 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3494 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3495 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3496 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3497 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3498 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3499 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3500 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3501 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3502 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3503 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3504 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3505 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3506 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3507 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3508 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3509 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3510 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3511 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3512 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3513 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3514 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3515 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3516 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3517 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3518 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3519 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3520 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3521 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3522 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3523 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3524 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3525 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3526 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3527 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3528 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3529 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3530 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3531 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3532 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3533 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3534 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3535 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3536 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3537 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3538 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3539 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3540 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3541 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3542 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3543 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3544 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3545 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3546 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3547 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3548 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3549 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3550 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3551 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3552 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3553 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3554 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3555 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3556 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3557 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3558 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3559 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3560 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3561 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3562 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3563 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3564 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3565 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3566 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3567 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3568 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3569 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3570 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3571 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3572 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3573 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3574 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3575 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3576 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3577 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3578 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3579 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3580 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3581 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3582 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3583 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3584 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3585 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3586 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3587 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3588 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3589 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3590 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3591 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3592 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3593 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3594 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3595 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3596 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3597 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3598 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3599 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3600 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3601 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3602 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3603 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3604 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3605 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3606 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3607 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3608 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3609 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3610 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3611 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3612 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3613 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3614 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3615 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3616 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3617 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3618 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3619 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3620 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3621 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3622 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3623 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3624 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3625 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3626 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3627 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3628 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3629 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3630 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3631 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3632 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3633 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3634 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3635 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3636 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3637 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3638 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3639 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3640 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3641 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3642 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3643 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3644 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3645 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3646 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3647 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3648 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3649 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3650 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3651 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3652 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3653 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3654 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3655 Iterations, The Training Error rate is  11.0  and the Test Error rate is  21.0526315789
Running  3656 Iterations, The Training Error rate is  10.95  and the Test Error rate is  21.0526315789
Running  3657 Iterations, The Training Error rate is  10.9  and the Test Error rate is  21.0526315789
Running  3658 Iterations, The Training Error rate is  10.85  and the Test Error rate is  21.0526315789
Running  3659 Iterations, The Training Error rate is  10.8  and the Test Error rate is  21.0526315789
Running  3660 Iterations, The Training Error rate is  10.75  and the Test Error rate is  21.0526315789
Running  3661 Iterations, The Training Error rate is  10.7  and the Test Error rate is  21.0526315789
Running  3662 Iterations, The Training Error rate is  10.65  and the Test Error rate is  21.0526315789
Running  3663 Iterations, The Training Error rate is  10.6  and the Test Error rate is  21.0526315789
Running  3664 Iterations, The Training Error rate is  10.55  and the Test Error rate is  21.0526315789
Running  3665 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3666 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3667 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3668 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3669 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3670 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3671 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3672 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3673 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3674 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3675 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3676 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3677 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3678 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3679 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3680 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3681 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3682 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3683 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3684 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3685 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3686 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3687 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3688 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3689 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3690 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3691 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3692 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3693 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3694 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3695 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3696 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3697 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3698 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3699 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3700 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3701 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3702 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3703 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3704 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3705 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3706 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3707 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3708 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3709 Iterations, The Training Error rate is  10.5  and the Test Error rate is  21.0526315789
Running  3710 Iterations, The Training Error rate is  10.5  and the Test Error rate is  20.9210526316
Running  3711 Iterations, The Training Error rate is  10.5  and the Test Error rate is  20.7894736842
Running  3712 Iterations, The Training Error rate is  10.5  and the Test Error rate is  20.6578947368
Running  3713 Iterations, The Training Error rate is  10.5  and the Test Error rate is  20.5263157895
Running  3714 Iterations, The Training Error rate is  10.5  and the Test Error rate is  20.3947368421
Running  3715 Iterations, The Training Error rate is  10.45  and the Test Error rate is  20.2631578947
Running  3716 Iterations, The Training Error rate is  10.4  and the Test Error rate is  20.1315789474
Running  3717 Iterations, The Training Error rate is  10.35  and the Test Error rate is  20.0
Running  3718 Iterations, The Training Error rate is  10.3  and the Test Error rate is  19.8684210526
Running  3719 Iterations, The Training Error rate is  10.25  and the Test Error rate is  19.7368421053
Running  3720 Iterations, The Training Error rate is  10.2  and the Test Error rate is  19.7368421053
Running  3721 Iterations, The Training Error rate is  10.15  and the Test Error rate is  19.7368421053
Running  3722 Iterations, The Training Error rate is  10.1  and the Test Error rate is  19.7368421053
Running  3723 Iterations, The Training Error rate is  10.05  and the Test Error rate is  19.7368421053
Running  3724 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3725 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3726 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3727 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3728 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3729 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3730 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3731 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3732 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3733 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3734 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3735 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3736 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3737 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3738 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3739 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3740 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3741 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3742 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3743 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3744 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3745 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3746 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3747 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3748 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3749 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3750 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3751 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3752 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3753 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3754 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3755 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3756 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3757 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3758 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3759 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3760 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3761 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3762 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3763 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3764 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3765 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3766 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3767 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3768 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3769 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3770 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3771 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3772 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3773 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3774 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3775 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3776 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3777 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3778 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3779 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3780 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3781 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3782 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3783 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3784 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3785 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3786 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3787 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3788 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3789 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3790 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3791 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3792 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3793 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3794 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3795 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3796 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3797 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3798 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3799 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3800 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3801 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3802 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3803 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3804 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3805 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3806 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3807 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3808 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3809 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3810 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3811 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3812 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3813 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3814 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3815 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3816 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3817 Iterations, The Training Error rate is  10.0  and the Test Error rate is  19.7368421053
Running  3818 Iterations, The Training Error rate is  9.95  and the Test Error rate is  19.7368421053
Running  3819 Iterations, The Training Error rate is  9.9  and the Test Error rate is  19.7368421053
Running  3820 Iterations, The Training Error rate is  9.85  and the Test Error rate is  19.7368421053
Running  3821 Iterations, The Training Error rate is  9.8  and the Test Error rate is  19.7368421053
Running  3822 Iterations, The Training Error rate is  9.75  and the Test Error rate is  19.7368421053
Running  3823 Iterations, The Training Error rate is  9.7  and the Test Error rate is  19.7368421053
Running  3824 Iterations, The Training Error rate is  9.65  and the Test Error rate is  19.7368421053
Running  3825 Iterations, The Training Error rate is  9.6  and the Test Error rate is  19.7368421053
Running  3826 Iterations, The Training Error rate is  9.55  and the Test Error rate is  19.7368421053
Running  3827 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3828 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3829 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3830 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3831 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3832 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3833 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3834 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3835 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3836 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3837 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3838 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3839 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3840 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3841 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3842 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3843 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3844 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3845 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3846 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3847 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3848 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3849 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3850 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3851 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.7368421053
Running  3852 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.6052631579
Running  3853 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.4736842105
Running  3854 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.3421052632
Running  3855 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.2105263158
Running  3856 Iterations, The Training Error rate is  9.5  and the Test Error rate is  19.0789473684
Running  3857 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.9473684211
Running  3858 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.8157894737
Running  3859 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.6842105263
Running  3860 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.5526315789
Running  3861 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3862 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3863 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3864 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3865 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3866 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3867 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3868 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3869 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3870 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3871 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3872 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3873 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3874 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3875 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3876 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3877 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3878 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3879 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3880 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3881 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3882 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3883 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3884 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3885 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3886 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3887 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3888 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3889 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3890 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3891 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3892 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3893 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3894 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3895 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3896 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3897 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3898 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3899 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3900 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3901 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3902 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3903 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3904 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3905 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3906 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3907 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3908 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3909 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3910 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3911 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3912 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3913 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3914 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3915 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3916 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3917 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3918 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3919 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3920 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3921 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3922 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3923 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3924 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3925 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3926 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3927 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3928 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3929 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3930 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3931 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3932 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3933 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3934 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3935 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3936 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3937 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3938 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3939 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3940 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3941 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3942 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3943 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3944 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3945 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3946 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3947 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3948 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3949 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3950 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3951 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3952 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3953 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3954 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3955 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3956 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3957 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3958 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3959 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3960 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3961 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3962 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3963 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3964 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3965 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3966 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3967 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3968 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3969 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3970 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3971 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3972 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3973 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3974 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3975 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3976 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3977 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3978 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3979 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3980 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3981 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3982 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3983 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3984 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3985 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3986 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3987 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3988 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3989 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3990 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3991 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3992 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3993 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3994 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3995 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3996 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3997 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3998 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  3999 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4000 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4001 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4002 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4003 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4004 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4005 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4006 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4007 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4008 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4009 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4010 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4011 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4012 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4013 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4014 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4015 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4016 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4017 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4018 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4019 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4020 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4021 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4022 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4023 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4024 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4025 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4026 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4027 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4028 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4029 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4030 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4031 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4032 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4033 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4034 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4035 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4036 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4037 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4038 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4039 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4040 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4041 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4042 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4043 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4044 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4045 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4046 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4047 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4048 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4049 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4050 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4051 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4052 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4053 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4054 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4055 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4056 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4057 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4058 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4059 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4060 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4061 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4062 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4063 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4064 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4065 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4066 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4067 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4068 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4069 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4070 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4071 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4072 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4073 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4074 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4075 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4076 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4077 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4078 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4079 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4080 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4081 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4082 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4083 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4084 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4085 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4086 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4087 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4088 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4089 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4090 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4091 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4092 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4093 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4094 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4095 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4096 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4097 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4098 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4099 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4100 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4101 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4102 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4103 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4104 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4105 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4106 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4107 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4108 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4109 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4110 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4111 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4112 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4113 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4114 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4115 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4116 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4117 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4118 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4119 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4120 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4121 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4122 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4123 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4124 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4125 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4126 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4127 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4128 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4129 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4130 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4131 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4132 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4133 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4134 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4135 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4136 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4137 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4138 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4139 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4140 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4141 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4142 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4143 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4144 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4145 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4146 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4147 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4148 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4149 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4150 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4151 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4152 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4153 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4154 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4155 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4156 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4157 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4158 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4159 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4160 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4161 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4162 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4163 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4164 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4165 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4166 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4167 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4168 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4169 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4170 Iterations, The Training Error rate is  9.55  and the Test Error rate is  18.4210526316
Running  4171 Iterations, The Training Error rate is  9.6  and the Test Error rate is  18.4210526316
Running  4172 Iterations, The Training Error rate is  9.65  and the Test Error rate is  18.4210526316
Running  4173 Iterations, The Training Error rate is  9.7  and the Test Error rate is  18.4210526316
Running  4174 Iterations, The Training Error rate is  9.75  and the Test Error rate is  18.4210526316
Running  4175 Iterations, The Training Error rate is  9.8  and the Test Error rate is  18.4210526316
Running  4176 Iterations, The Training Error rate is  9.85  and the Test Error rate is  18.4210526316
Running  4177 Iterations, The Training Error rate is  9.9  and the Test Error rate is  18.4210526316
Running  4178 Iterations, The Training Error rate is  9.95  and the Test Error rate is  18.4210526316
Running  4179 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4180 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4181 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4182 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4183 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4184 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4185 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4186 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4187 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4188 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4189 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4190 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4191 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4192 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4193 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4194 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4195 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4196 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4197 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4198 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4199 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4200 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4201 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4202 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4203 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4204 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4205 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4206 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4207 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4208 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4209 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4210 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4211 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4212 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4213 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4214 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4215 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4216 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4217 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4218 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4219 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4220 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4221 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4222 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4223 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4224 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4225 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4226 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4227 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4228 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4229 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4230 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4231 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4232 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4233 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4234 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4235 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4236 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4237 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4238 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4239 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4240 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4241 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4242 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4243 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4244 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4245 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4246 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4247 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4248 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4249 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4250 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4251 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4252 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4253 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4254 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4255 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4256 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4257 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4258 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4259 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4260 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4261 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4262 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4263 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4264 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4265 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4266 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4267 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4268 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4269 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4270 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4271 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4272 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4273 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4274 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4275 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4276 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4277 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4278 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4279 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4280 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4281 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4282 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4283 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4284 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4285 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4286 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4287 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4288 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4289 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4290 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4291 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4292 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4293 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4294 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4295 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4296 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4297 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4298 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4299 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4300 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4301 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4302 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4303 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4304 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4305 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4306 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4307 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4308 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4309 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4310 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4311 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4312 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4313 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4314 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4315 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4316 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4317 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4318 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4319 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4320 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4321 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4322 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4323 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4324 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4325 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4326 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4327 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4328 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4329 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4330 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4331 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4332 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4333 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4334 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4335 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4336 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4337 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4338 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4339 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4340 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4341 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4342 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4343 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4344 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4345 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4346 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4347 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4348 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4349 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4350 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4351 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4352 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4353 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4354 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4355 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4356 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4357 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4358 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4359 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4360 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4361 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4362 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4363 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4364 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4365 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4366 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4367 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4368 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4369 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4370 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4371 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4372 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4373 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4374 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4375 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4376 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4377 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4378 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4379 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4380 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4381 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4382 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4383 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4384 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4385 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4386 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4387 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4388 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4389 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4390 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4391 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4392 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4393 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4394 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4395 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4396 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4397 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4398 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4399 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4400 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4401 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4402 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4403 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4404 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4405 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4406 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4407 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4408 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4409 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4410 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4411 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4412 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4413 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4414 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4415 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4416 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4417 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4418 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4419 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4420 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4421 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4422 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4423 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4424 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4425 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4426 Iterations, The Training Error rate is  10.0  and the Test Error rate is  18.4210526316
Running  4427 Iterations, The Training Error rate is  9.95  and the Test Error rate is  18.4210526316
Running  4428 Iterations, The Training Error rate is  9.9  and the Test Error rate is  18.4210526316
Running  4429 Iterations, The Training Error rate is  9.85  and the Test Error rate is  18.4210526316
Running  4430 Iterations, The Training Error rate is  9.8  and the Test Error rate is  18.4210526316
Running  4431 Iterations, The Training Error rate is  9.75  and the Test Error rate is  18.4210526316
Running  4432 Iterations, The Training Error rate is  9.7  and the Test Error rate is  18.4210526316
Running  4433 Iterations, The Training Error rate is  9.65  and the Test Error rate is  18.4210526316
Running  4434 Iterations, The Training Error rate is  9.6  and the Test Error rate is  18.4210526316
Running  4435 Iterations, The Training Error rate is  9.55  and the Test Error rate is  18.4210526316
Running  4436 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4437 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4438 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4439 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4440 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4441 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4442 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4443 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4444 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4445 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4446 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  4447 Iterations, The Training Error rate is  9.45  and the Test Error rate is  18.4210526316
Running  4448 Iterations, The Training Error rate is  9.4  and the Test Error rate is  18.4210526316
Running  4449 Iterations, The Training Error rate is  9.35  and the Test Error rate is  18.4210526316
Running  4450 Iterations, The Training Error rate is  9.3  and the Test Error rate is  18.4210526316
Running  4451 Iterations, The Training Error rate is  9.25  and the Test Error rate is  18.4210526316
Running  4452 Iterations, The Training Error rate is  9.2  and the Test Error rate is  18.4210526316
Running  4453 Iterations, The Training Error rate is  9.15  and the Test Error rate is  18.4210526316
Running  4454 Iterations, The Training Error rate is  9.1  and the Test Error rate is  18.4210526316
Running  4455 Iterations, The Training Error rate is  9.05  and the Test Error rate is  18.4210526316
Running  4456 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4457 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4458 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4459 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4460 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4461 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4462 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4463 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4464 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4465 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4466 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4467 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4468 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4469 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4470 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4471 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4472 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4473 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4474 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4475 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4476 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4477 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4478 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4479 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4480 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4481 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4482 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4483 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4484 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4485 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4486 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4487 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4488 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4489 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4490 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4491 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4492 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4493 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4494 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4495 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4496 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4497 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4498 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4499 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4500 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4501 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4502 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4503 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4504 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4505 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4506 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4507 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4508 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4509 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4510 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4511 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4512 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4513 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4514 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4515 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4516 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4517 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4518 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4519 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4520 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4521 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4522 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4523 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4524 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4525 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4526 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4527 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4528 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4529 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4530 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4531 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4532 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4533 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4534 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4535 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4536 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4537 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4538 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4539 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4540 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4541 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4542 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4543 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4544 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4545 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4546 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4547 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4548 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4549 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4550 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4551 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4552 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4553 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4554 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4555 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4556 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4557 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4558 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4559 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4560 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4561 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4562 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4563 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4564 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4565 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4566 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4567 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4568 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4569 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4570 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4571 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4572 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4573 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4574 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4575 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4576 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4577 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4578 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4579 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4580 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4581 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4582 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4583 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4584 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4585 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4586 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4587 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4588 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4589 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4590 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4591 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4592 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4593 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4594 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4595 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4596 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4597 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4598 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4599 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4600 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4601 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4602 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4603 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4604 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4605 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4606 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4607 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4608 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4609 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4610 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4611 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4612 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4613 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4614 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4615 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4616 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4617 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4618 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4619 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4620 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4621 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4622 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4623 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4624 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4625 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4626 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4627 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4628 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4629 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4630 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4631 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4632 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4633 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4634 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4635 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4636 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4637 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4638 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4639 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4640 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4641 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4642 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4643 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4644 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4645 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4646 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4647 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4648 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4649 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4650 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4651 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4652 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4653 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4654 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4655 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4656 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4657 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4658 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4659 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4660 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4661 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4662 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4663 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4664 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4665 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4666 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4667 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4668 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4669 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4670 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4671 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4672 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4673 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4674 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4675 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4676 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4677 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4678 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4679 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4680 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4681 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4682 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4683 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4684 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4685 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4686 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4687 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4688 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4689 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4690 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4691 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4692 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4693 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4694 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4695 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4696 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4697 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4698 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4699 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4700 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4701 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4702 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4703 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4704 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4705 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4706 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4707 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4708 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4709 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4710 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4711 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4712 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4713 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4714 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4715 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4716 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4717 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4718 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4719 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4720 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4721 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4722 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4723 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4724 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4725 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4726 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4727 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4728 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4729 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4730 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4731 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4732 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4733 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4734 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4735 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4736 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4737 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4738 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4739 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4740 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4741 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4742 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4743 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4744 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4745 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4746 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4747 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4748 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4749 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4750 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4751 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4752 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4753 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4754 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4755 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4756 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4757 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4758 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4759 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4760 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4761 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4762 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4763 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4764 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4765 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4766 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4767 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4768 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4769 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4770 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4771 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4772 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4773 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4774 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4775 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4776 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4777 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4778 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4779 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4780 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4781 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4782 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4783 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4784 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4785 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4786 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4787 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4788 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4789 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4790 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4791 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4792 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4793 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4794 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4795 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4796 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4797 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4798 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4799 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4800 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4801 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4802 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4803 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4804 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4805 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4806 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4807 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4808 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4809 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4810 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4811 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4812 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4813 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4814 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4815 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4816 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4817 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4818 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4819 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4820 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4821 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4822 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4823 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4824 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4825 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4826 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4827 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4828 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4829 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4830 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4831 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4832 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4833 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4834 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4835 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4836 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4837 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4838 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4839 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4840 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4841 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4842 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4843 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4844 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4845 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4846 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4847 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4848 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4849 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4850 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4851 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4852 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4853 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4854 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4855 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4856 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4857 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4858 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4859 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4860 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4861 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4862 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4863 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4864 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4865 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4866 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4867 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4868 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4869 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4870 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4871 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4872 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4873 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4874 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4875 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4876 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4877 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4878 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4879 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4880 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4881 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4882 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4883 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4884 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4885 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4886 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4887 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4888 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4889 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4890 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4891 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4892 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4893 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4894 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4895 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4896 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4897 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4898 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4899 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4900 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4901 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4902 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4903 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4904 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4905 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4906 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4907 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4908 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4909 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4910 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4911 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4912 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4913 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4914 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4915 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4916 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4917 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4918 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4919 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4920 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4921 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4922 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4923 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4924 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4925 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4926 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4927 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4928 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4929 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4930 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4931 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4932 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4933 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4934 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4935 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4936 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4937 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4938 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4939 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4940 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4941 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4942 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4943 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4944 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4945 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4946 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4947 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4948 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4949 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4950 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4951 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4952 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4953 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4954 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4955 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4956 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4957 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4958 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4959 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4960 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4961 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4962 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4963 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4964 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4965 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4966 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4967 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4968 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4969 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4970 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4971 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4972 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4973 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4974 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4975 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4976 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4977 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4978 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4979 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4980 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4981 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4982 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4983 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4984 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4985 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4986 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4987 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4988 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4989 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4990 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4991 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4992 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4993 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4994 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4995 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4996 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4997 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4998 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  4999 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5000 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5001 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5002 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5003 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5004 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5005 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5006 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5007 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5008 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5009 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5010 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5011 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5012 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5013 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5014 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5015 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5016 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5017 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5018 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5019 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5020 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5021 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5022 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5023 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5024 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5025 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5026 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5027 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5028 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5029 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5030 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5031 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5032 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5033 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5034 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5035 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5036 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5037 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5038 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5039 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5040 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5041 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5042 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5043 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5044 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5045 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5046 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5047 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5048 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5049 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5050 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5051 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5052 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5053 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5054 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5055 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5056 Iterations, The Training Error rate is  9.0  and the Test Error rate is  18.4210526316
Running  5057 Iterations, The Training Error rate is  8.95  and the Test Error rate is  18.4210526316
Running  5058 Iterations, The Training Error rate is  8.9  and the Test Error rate is  18.4210526316
Running  5059 Iterations, The Training Error rate is  8.85  and the Test Error rate is  18.4210526316
Running  5060 Iterations, The Training Error rate is  8.8  and the Test Error rate is  18.4210526316
Running  5061 Iterations, The Training Error rate is  8.75  and the Test Error rate is  18.4210526316
Running  5062 Iterations, The Training Error rate is  8.7  and the Test Error rate is  18.4210526316
Running  5063 Iterations, The Training Error rate is  8.65  and the Test Error rate is  18.4210526316
Running  5064 Iterations, The Training Error rate is  8.6  and the Test Error rate is  18.4210526316
Running  5065 Iterations, The Training Error rate is  8.55  and the Test Error rate is  18.4210526316
Running  5066 Iterations, The Training Error rate is  8.45  and the Test Error rate is  18.4210526316
Running  5067 Iterations, The Training Error rate is  8.4  and the Test Error rate is  18.4210526316
Running  5068 Iterations, The Training Error rate is  8.35  and the Test Error rate is  18.4210526316
Running  5069 Iterations, The Training Error rate is  8.3  and the Test Error rate is  18.4210526316
Running  5070 Iterations, The Training Error rate is  8.25  and the Test Error rate is  18.4210526316
Running  5071 Iterations, The Training Error rate is  8.2  and the Test Error rate is  18.4210526316
Running  5072 Iterations, The Training Error rate is  8.15  and the Test Error rate is  18.4210526316
Running  5073 Iterations, The Training Error rate is  8.1  and the Test Error rate is  18.4210526316
Running  5074 Iterations, The Training Error rate is  8.05  and the Test Error rate is  18.4210526316
Running  5075 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5076 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5077 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5078 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5079 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5080 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5081 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5082 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5083 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5084 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5085 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5086 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5087 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5088 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5089 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5090 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5091 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5092 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5093 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5094 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5095 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5096 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5097 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5098 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5099 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5100 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5101 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5102 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5103 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5104 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5105 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5106 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5107 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5108 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5109 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5110 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5111 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5112 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5113 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5114 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5115 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5116 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5117 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5118 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5119 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5120 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5121 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5122 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5123 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5124 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5125 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5126 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5127 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5128 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5129 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5130 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5131 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5132 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5133 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5134 Iterations, The Training Error rate is  8.0  and the Test Error rate is  18.4210526316
Running  5135 Iterations, The Training Error rate is  7.95  and the Test Error rate is  18.4210526316
Running  5136 Iterations, The Training Error rate is  7.9  and the Test Error rate is  18.4210526316
Running  5137 Iterations, The Training Error rate is  7.85  and the Test Error rate is  18.4210526316
Running  5138 Iterations, The Training Error rate is  7.8  and the Test Error rate is  18.4210526316
Running  5139 Iterations, The Training Error rate is  7.75  and the Test Error rate is  18.4210526316
Running  5140 Iterations, The Training Error rate is  7.7  and the Test Error rate is  18.4210526316
Running  5141 Iterations, The Training Error rate is  7.65  and the Test Error rate is  18.4210526316
Running  5142 Iterations, The Training Error rate is  7.6  and the Test Error rate is  18.4210526316
Running  5143 Iterations, The Training Error rate is  7.55  and the Test Error rate is  18.4210526316
Running  5144 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.4210526316
Running  5145 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.4210526316
Running  5146 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.4210526316
Running  5147 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.4210526316
Running  5148 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.4210526316
Running  5149 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.4210526316
Running  5150 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.4210526316
Running  5151 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.4210526316
Running  5152 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.4210526316
Running  5153 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.4210526316
Running  5154 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.4210526316
Running  5155 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.4210526316
Running  5156 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.4210526316
Running  5157 Iterations, The Training Error rate is  7.5  and the Test Error rate is  18.4210526316
Running  5158 Iterations, The Training Error rate is  7.45  and the Test Error rate is  18.4210526316
Running  5159 Iterations, The Training Error rate is  7.4  and the Test Error rate is  18.4210526316
Running  5160 Iterations, The Training Error rate is  7.35  and the Test Error rate is  18.4210526316
Running  5161 Iterations, The Training Error rate is  7.3  and the Test Error rate is  18.4210526316
Running  5162 Iterations, The Training Error rate is  7.25  and the Test Error rate is  18.4210526316
Running  5163 Iterations, The Training Error rate is  7.2  and the Test Error rate is  18.4210526316
Running  5164 Iterations, The Training Error rate is  7.15  and the Test Error rate is  18.4210526316
Running  5165 Iterations, The Training Error rate is  7.1  and the Test Error rate is  18.4210526316
Running  5166 Iterations, The Training Error rate is  7.05  and the Test Error rate is  18.4210526316
Running  5167 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5168 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5169 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5170 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5171 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5172 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5173 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5174 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5175 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5176 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5177 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5178 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5179 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5180 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5181 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5182 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5183 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5184 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5185 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5186 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5187 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5188 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5189 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5190 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5191 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5192 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5193 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5194 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5195 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5196 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5197 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5198 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5199 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5200 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5201 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5202 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5203 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5204 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5205 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5206 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5207 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5208 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5209 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5210 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5211 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5212 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5213 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5214 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5215 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5216 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5217 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5218 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5219 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5220 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5221 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5222 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5223 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5224 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5225 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5226 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5227 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5228 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5229 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5230 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5231 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5232 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5233 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5234 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5235 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5236 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5237 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5238 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5239 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5240 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5241 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5242 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5243 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5244 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.4210526316
Running  5245 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.2894736842
Running  5246 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.1578947368
Running  5247 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.0263157895
Running  5248 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.8947368421
Running  5249 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.7631578947
Running  5250 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.6315789474
Running  5251 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.5
Running  5252 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.3684210526
Running  5253 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.2368421053
Running  5254 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5255 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5256 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5257 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5258 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5259 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5260 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5261 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5262 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5263 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5264 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5265 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5266 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5267 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5268 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5269 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5270 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5271 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5272 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5273 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5274 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5275 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5276 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5277 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5278 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5279 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5280 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5281 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5282 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5283 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5284 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5285 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5286 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5287 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5288 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5289 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5290 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5291 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5292 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5293 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5294 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5295 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5296 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5297 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5298 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5299 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5300 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5301 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5302 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5303 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5304 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5305 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5306 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5307 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5308 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5309 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5310 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5311 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5312 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5313 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5314 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5315 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5316 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5317 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5318 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5319 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5320 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5321 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5322 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5323 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5324 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5325 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5326 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5327 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5328 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5329 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5330 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5331 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5332 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5333 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5334 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5335 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5336 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5337 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5338 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5339 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5340 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5341 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5342 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5343 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5344 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5345 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5346 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5347 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5348 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5349 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5350 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5351 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5352 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5353 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5354 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5355 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5356 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5357 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5358 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5359 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5360 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5361 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5362 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5363 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5364 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5365 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5366 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5367 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  5368 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.9736842105
Running  5369 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.8421052632
Running  5370 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.7105263158
Running  5371 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.5789473684
Running  5372 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.4473684211
Running  5373 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.3157894737
Running  5374 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.1842105263
Running  5375 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.0526315789
Running  5376 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.9210526316
Running  5377 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  5378 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  5379 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  5380 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  5381 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  5382 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  5383 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  5384 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  5385 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  5386 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  5387 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  5388 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  5389 Iterations, The Training Error rate is  7.0  and the Test Error rate is  15.7894736842
Running  5390 Iterations, The Training Error rate is  6.95  and the Test Error rate is  15.7894736842
Running  5391 Iterations, The Training Error rate is  6.9  and the Test Error rate is  15.7894736842
Running  5392 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.7894736842
Running  5393 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  5394 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  5395 Iterations, The Training Error rate is  6.7  and the Test Error rate is  15.7894736842
Running  5396 Iterations, The Training Error rate is  6.65  and the Test Error rate is  15.7894736842
Running  5397 Iterations, The Training Error rate is  6.6  and the Test Error rate is  15.7894736842
Running  5398 Iterations, The Training Error rate is  6.55  and the Test Error rate is  15.7894736842
Running  5399 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5400 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5401 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5402 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5403 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5404 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5405 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5406 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5407 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5408 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5409 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5410 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5411 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5412 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5413 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5414 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5415 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5416 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5417 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5418 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5419 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5420 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5421 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5422 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5423 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5424 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5425 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5426 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5427 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5428 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5429 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5430 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5431 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5432 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5433 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5434 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5435 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5436 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5437 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5438 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5439 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5440 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5441 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5442 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5443 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5444 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5445 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5446 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5447 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5448 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5449 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5450 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5451 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5452 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5453 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5454 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5455 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5456 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5457 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5458 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5459 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5460 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5461 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5462 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5463 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5464 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5465 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5466 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5467 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5468 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5469 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5470 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5471 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5472 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5473 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5474 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5475 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5476 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5477 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5478 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5479 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5480 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5481 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5482 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5483 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5484 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5485 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5486 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5487 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5488 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5489 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5490 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5491 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5492 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5493 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5494 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5495 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5496 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5497 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5498 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5499 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5500 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5501 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5502 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5503 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5504 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5505 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5506 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5507 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5508 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5509 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5510 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5511 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5512 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5513 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5514 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5515 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5516 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5517 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5518 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5519 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5520 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5521 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5522 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  5523 Iterations, The Training Error rate is  6.45  and the Test Error rate is  15.7894736842
Running  5524 Iterations, The Training Error rate is  6.4  and the Test Error rate is  15.7894736842
Running  5525 Iterations, The Training Error rate is  6.35  and the Test Error rate is  15.7894736842
Running  5526 Iterations, The Training Error rate is  6.3  and the Test Error rate is  15.7894736842
Running  5527 Iterations, The Training Error rate is  6.25  and the Test Error rate is  15.7894736842
Running  5528 Iterations, The Training Error rate is  6.2  and the Test Error rate is  15.7894736842
Running  5529 Iterations, The Training Error rate is  6.15  and the Test Error rate is  15.7894736842
Running  5530 Iterations, The Training Error rate is  6.1  and the Test Error rate is  15.7894736842
Running  5531 Iterations, The Training Error rate is  6.05  and the Test Error rate is  15.7894736842
Running  5532 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5533 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5534 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5535 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5536 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5537 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5538 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5539 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5540 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5541 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5542 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5543 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5544 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5545 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5546 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5547 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5548 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5549 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5550 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5551 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5552 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5553 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5554 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5555 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5556 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5557 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5558 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5559 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5560 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5561 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5562 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5563 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5564 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5565 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5566 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5567 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5568 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5569 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5570 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5571 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5572 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5573 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5574 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5575 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5576 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5577 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5578 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5579 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5580 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5581 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5582 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5583 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5584 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5585 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5586 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5587 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5588 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5589 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5590 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5591 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5592 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5593 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5594 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5595 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5596 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5597 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5598 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5599 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5600 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5601 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5602 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5603 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5604 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5605 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5606 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5607 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5608 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5609 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5610 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5611 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5612 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5613 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5614 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5615 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5616 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5617 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5618 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5619 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5620 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5621 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5622 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5623 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5624 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5625 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5626 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5627 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5628 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5629 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5630 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5631 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5632 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5633 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5634 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5635 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5636 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5637 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5638 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5639 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5640 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5641 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5642 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5643 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5644 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5645 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5646 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5647 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5648 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5649 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5650 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5651 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5652 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5653 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5654 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5655 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5656 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5657 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5658 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5659 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5660 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5661 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5662 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5663 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5664 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5665 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5666 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5667 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5668 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5669 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5670 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5671 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5672 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5673 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5674 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5675 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5676 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5677 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5678 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5679 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5680 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5681 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5682 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5683 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5684 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5685 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5686 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5687 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5688 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5689 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5690 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5691 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5692 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5693 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5694 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5695 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5696 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5697 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5698 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5699 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5700 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5701 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5702 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5703 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5704 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5705 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5706 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5707 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5708 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5709 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5710 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5711 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5712 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5713 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5714 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5715 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5716 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5717 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5718 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5719 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5720 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5721 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5722 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5723 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5724 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5725 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5726 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5727 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5728 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5729 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5730 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5731 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5732 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5733 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5734 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.7894736842
Running  5735 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.9210526316
Running  5736 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.0526315789
Running  5737 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.1842105263
Running  5738 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.3157894737
Running  5739 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.4473684211
Running  5740 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.5789473684
Running  5741 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.7105263158
Running  5742 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.8421052632
Running  5743 Iterations, The Training Error rate is  6.0  and the Test Error rate is  16.9736842105
Running  5744 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5745 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5746 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5747 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5748 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5749 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5750 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5751 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5752 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5753 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5754 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5755 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5756 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5757 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5758 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5759 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5760 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5761 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5762 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5763 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5764 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5765 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5766 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5767 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5768 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5769 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5770 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5771 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5772 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5773 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5774 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5775 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5776 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5777 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5778 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5779 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5780 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5781 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5782 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5783 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5784 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5785 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5786 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5787 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5788 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5789 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5790 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5791 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5792 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5793 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5794 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5795 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5796 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5797 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5798 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5799 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5800 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5801 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5802 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5803 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5804 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5805 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5806 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5807 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5808 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5809 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5810 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5811 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5812 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5813 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5814 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5815 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5816 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5817 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5818 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5819 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5820 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5821 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5822 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5823 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5824 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5825 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5826 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5827 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5828 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5829 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5830 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5831 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5832 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5833 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5834 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5835 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5836 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5837 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5838 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5839 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5840 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5841 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5842 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5843 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5844 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5845 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5846 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5847 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5848 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5849 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5850 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5851 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5852 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5853 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5854 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5855 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5856 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5857 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5858 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5859 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5860 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5861 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5862 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5863 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5864 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5865 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5866 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5867 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5868 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5869 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5870 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5871 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5872 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5873 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5874 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5875 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5876 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5877 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5878 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5879 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5880 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5881 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5882 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5883 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5884 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5885 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5886 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5887 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5888 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5889 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5890 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5891 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5892 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5893 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5894 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5895 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5896 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5897 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5898 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5899 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5900 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5901 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5902 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5903 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5904 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5905 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5906 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5907 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5908 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5909 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5910 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5911 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5912 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5913 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5914 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5915 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5916 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5917 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5918 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5919 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5920 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5921 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5922 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5923 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5924 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5925 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5926 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5927 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5928 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5929 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5930 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5931 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5932 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5933 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5934 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5935 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5936 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5937 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5938 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5939 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5940 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5941 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5942 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5943 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5944 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5945 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5946 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5947 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5948 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5949 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5950 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5951 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5952 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5953 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5954 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5955 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5956 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5957 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5958 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5959 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5960 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5961 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5962 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5963 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5964 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5965 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5966 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5967 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5968 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5969 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5970 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5971 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5972 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5973 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5974 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5975 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5976 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5977 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5978 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5979 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5980 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5981 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5982 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5983 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5984 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5985 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5986 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5987 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5988 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5989 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5990 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5991 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5992 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5993 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5994 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5995 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5996 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5997 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5998 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  5999 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6000 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6001 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6002 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6003 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6004 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6005 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6006 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6007 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6008 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6009 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6010 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6011 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6012 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6013 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6014 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6015 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6016 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6017 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6018 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6019 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6020 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6021 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6022 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6023 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6024 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6025 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6026 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6027 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6028 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6029 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6030 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6031 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6032 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6033 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6034 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6035 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6036 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6037 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6038 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6039 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6040 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6041 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6042 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6043 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6044 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6045 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6046 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6047 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6048 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6049 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6050 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6051 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6052 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6053 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6054 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6055 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6056 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6057 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6058 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6059 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6060 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6061 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6062 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6063 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6064 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6065 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6066 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6067 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6068 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6069 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6070 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6071 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6072 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6073 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6074 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6075 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6076 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6077 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6078 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6079 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6080 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6081 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6082 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6083 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6084 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6085 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6086 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6087 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6088 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6089 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6090 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6091 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6092 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6093 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6094 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6095 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6096 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6097 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6098 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6099 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6100 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6101 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6102 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6103 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6104 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6105 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6106 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6107 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6108 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6109 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6110 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6111 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6112 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6113 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6114 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6115 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6116 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6117 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6118 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6119 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6120 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6121 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6122 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6123 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6124 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6125 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6126 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6127 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6128 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6129 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6130 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6131 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6132 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6133 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6134 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6135 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6136 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6137 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6138 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6139 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6140 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6141 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6142 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6143 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6144 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6145 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6146 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6147 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6148 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6149 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6150 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6151 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6152 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6153 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6154 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6155 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6156 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6157 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6158 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6159 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6160 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6161 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6162 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6163 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6164 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6165 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6166 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6167 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6168 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6169 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6170 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6171 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6172 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6173 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6174 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6175 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6176 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6177 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6178 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6179 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6180 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6181 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6182 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6183 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6184 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6185 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6186 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6187 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6188 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6189 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6190 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6191 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6192 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6193 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6194 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6195 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6196 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6197 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6198 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6199 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6200 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6201 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6202 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6203 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6204 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6205 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6206 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6207 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6208 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6209 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6210 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6211 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6212 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6213 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6214 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6215 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6216 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6217 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6218 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6219 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6220 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6221 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6222 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6223 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6224 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6225 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6226 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6227 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6228 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6229 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6230 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6231 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6232 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6233 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6234 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6235 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6236 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6237 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6238 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6239 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6240 Iterations, The Training Error rate is  6.0  and the Test Error rate is  17.1052631579
Running  6241 Iterations, The Training Error rate is  5.95  and the Test Error rate is  17.1052631579
Running  6242 Iterations, The Training Error rate is  5.9  and the Test Error rate is  17.1052631579
Running  6243 Iterations, The Training Error rate is  5.85  and the Test Error rate is  17.1052631579
Running  6244 Iterations, The Training Error rate is  5.8  and the Test Error rate is  17.1052631579
Running  6245 Iterations, The Training Error rate is  5.75  and the Test Error rate is  17.1052631579
Running  6246 Iterations, The Training Error rate is  5.7  and the Test Error rate is  17.1052631579
Running  6247 Iterations, The Training Error rate is  5.65  and the Test Error rate is  17.1052631579
Running  6248 Iterations, The Training Error rate is  5.6  and the Test Error rate is  17.1052631579
Running  6249 Iterations, The Training Error rate is  5.55  and the Test Error rate is  17.1052631579
Running  6250 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6251 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6252 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6253 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6254 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6255 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6256 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6257 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6258 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6259 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6260 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6261 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6262 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6263 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6264 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6265 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6266 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6267 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6268 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6269 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6270 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6271 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6272 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6273 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6274 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6275 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6276 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6277 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6278 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6279 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6280 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6281 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6282 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6283 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6284 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6285 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6286 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6287 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6288 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6289 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6290 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6291 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6292 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6293 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6294 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6295 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6296 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6297 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6298 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6299 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6300 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6301 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6302 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6303 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6304 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6305 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6306 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6307 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6308 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6309 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6310 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6311 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6312 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6313 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6314 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6315 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6316 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6317 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6318 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6319 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6320 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6321 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6322 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6323 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6324 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6325 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6326 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6327 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6328 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6329 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6330 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6331 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6332 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6333 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6334 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6335 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6336 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6337 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6338 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6339 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6340 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6341 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6342 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6343 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6344 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6345 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6346 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6347 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6348 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6349 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6350 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6351 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6352 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6353 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6354 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6355 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6356 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6357 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6358 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6359 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6360 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6361 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6362 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6363 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6364 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6365 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6366 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6367 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6368 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6369 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6370 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6371 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6372 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6373 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6374 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6375 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6376 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6377 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6378 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6379 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6380 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6381 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6382 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6383 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6384 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6385 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6386 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6387 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6388 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6389 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6390 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6391 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6392 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6393 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6394 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6395 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6396 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6397 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6398 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6399 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6400 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6401 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6402 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6403 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6404 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6405 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6406 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6407 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6408 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6409 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6410 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6411 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6412 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6413 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6414 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6415 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6416 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6417 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6418 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6419 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6420 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6421 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6422 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6423 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6424 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6425 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6426 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6427 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6428 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6429 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6430 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6431 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6432 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6433 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6434 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6435 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6436 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6437 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6438 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6439 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6440 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6441 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6442 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6443 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6444 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6445 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6446 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6447 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6448 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6449 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6450 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6451 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6452 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6453 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6454 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6455 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6456 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6457 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6458 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6459 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6460 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6461 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6462 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6463 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6464 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6465 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6466 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6467 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6468 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6469 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6470 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6471 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6472 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6473 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6474 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6475 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6476 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6477 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6478 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6479 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6480 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6481 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6482 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6483 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6484 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6485 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6486 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6487 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6488 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6489 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6490 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6491 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6492 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6493 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6494 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6495 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6496 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6497 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6498 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6499 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6500 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6501 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6502 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6503 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6504 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6505 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6506 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6507 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6508 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6509 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6510 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6511 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6512 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6513 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6514 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6515 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6516 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6517 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6518 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6519 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6520 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6521 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6522 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6523 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6524 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6525 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6526 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6527 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6528 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6529 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6530 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6531 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6532 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6533 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6534 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6535 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6536 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6537 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6538 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6539 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6540 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6541 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6542 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6543 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6544 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6545 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6546 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6547 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6548 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6549 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6550 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6551 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6552 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6553 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6554 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6555 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6556 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6557 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6558 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6559 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6560 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6561 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6562 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6563 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6564 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6565 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6566 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6567 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6568 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6569 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6570 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6571 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6572 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6573 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6574 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6575 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6576 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6577 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6578 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6579 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6580 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6581 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6582 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6583 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6584 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6585 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6586 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6587 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6588 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6589 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6590 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6591 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6592 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6593 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6594 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6595 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6596 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6597 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6598 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6599 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6600 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6601 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6602 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6603 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6604 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6605 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6606 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6607 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6608 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6609 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6610 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6611 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6612 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6613 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6614 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6615 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6616 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6617 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6618 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6619 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6620 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6621 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6622 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6623 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6624 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6625 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6626 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6627 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6628 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6629 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6630 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6631 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6632 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6633 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6634 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6635 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6636 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6637 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6638 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6639 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6640 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6641 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6642 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6643 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6644 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6645 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6646 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6647 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6648 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6649 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6650 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6651 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6652 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6653 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6654 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6655 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6656 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6657 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6658 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6659 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6660 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6661 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6662 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6663 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6664 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6665 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6666 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6667 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6668 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6669 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6670 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6671 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6672 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6673 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6674 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6675 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6676 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6677 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6678 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6679 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6680 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6681 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6682 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6683 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6684 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6685 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6686 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6687 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6688 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6689 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6690 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6691 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6692 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6693 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6694 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6695 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6696 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6697 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6698 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6699 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6700 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6701 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6702 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6703 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6704 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6705 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6706 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6707 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6708 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6709 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6710 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6711 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6712 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6713 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6714 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6715 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6716 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6717 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6718 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6719 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6720 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6721 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6722 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6723 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6724 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6725 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6726 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6727 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6728 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6729 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6730 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6731 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6732 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6733 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6734 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6735 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6736 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6737 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6738 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6739 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6740 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6741 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6742 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6743 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6744 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6745 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6746 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6747 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6748 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6749 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6750 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6751 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6752 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6753 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6754 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6755 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6756 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6757 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6758 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6759 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6760 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6761 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6762 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6763 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6764 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6765 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6766 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6767 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6768 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6769 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6770 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6771 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6772 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6773 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6774 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6775 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6776 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6777 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6778 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6779 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6780 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6781 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6782 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6783 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6784 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6785 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6786 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6787 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6788 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6789 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6790 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6791 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6792 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6793 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6794 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6795 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6796 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6797 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6798 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6799 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6800 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6801 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6802 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6803 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6804 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6805 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6806 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6807 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6808 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6809 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6810 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6811 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6812 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6813 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6814 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6815 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6816 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6817 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6818 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6819 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6820 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6821 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6822 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6823 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6824 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6825 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6826 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6827 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6828 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6829 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6830 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6831 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6832 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6833 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6834 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6835 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6836 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6837 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6838 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6839 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6840 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6841 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6842 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6843 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6844 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6845 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6846 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6847 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6848 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6849 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6850 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6851 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6852 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6853 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6854 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6855 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6856 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6857 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6858 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6859 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6860 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6861 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6862 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6863 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6864 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6865 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6866 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6867 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6868 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6869 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6870 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6871 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6872 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6873 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6874 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6875 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6876 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6877 Iterations, The Training Error rate is  5.5  and the Test Error rate is  17.1052631579
Running  6878 Iterations, The Training Error rate is  5.45  and the Test Error rate is  17.1052631579
Running  6879 Iterations, The Training Error rate is  5.4  and the Test Error rate is  17.1052631579
Running  6880 Iterations, The Training Error rate is  5.35  and the Test Error rate is  17.1052631579
Running  6881 Iterations, The Training Error rate is  5.3  and the Test Error rate is  17.1052631579
Running  6882 Iterations, The Training Error rate is  5.25  and the Test Error rate is  17.1052631579
Running  6883 Iterations, The Training Error rate is  5.2  and the Test Error rate is  17.1052631579
Running  6884 Iterations, The Training Error rate is  5.15  and the Test Error rate is  17.1052631579
Running  6885 Iterations, The Training Error rate is  5.1  and the Test Error rate is  17.1052631579
Running  6886 Iterations, The Training Error rate is  5.05  and the Test Error rate is  17.1052631579
Running  6887 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6888 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6889 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6890 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6891 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6892 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6893 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6894 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6895 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6896 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6897 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6898 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6899 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6900 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6901 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6902 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6903 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6904 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6905 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6906 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6907 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6908 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6909 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6910 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6911 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6912 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6913 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6914 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6915 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6916 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6917 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6918 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6919 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6920 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6921 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6922 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6923 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6924 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6925 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6926 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6927 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6928 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6929 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6930 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6931 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6932 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6933 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6934 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6935 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6936 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6937 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6938 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6939 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6940 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6941 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6942 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6943 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6944 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6945 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6946 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6947 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6948 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6949 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6950 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6951 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6952 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6953 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6954 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6955 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6956 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6957 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6958 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6959 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6960 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6961 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6962 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6963 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6964 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6965 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6966 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6967 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6968 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6969 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6970 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6971 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6972 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6973 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6974 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6975 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6976 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6977 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6978 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6979 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6980 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6981 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6982 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6983 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6984 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6985 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6986 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6987 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6988 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6989 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6990 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6991 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6992 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6993 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6994 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6995 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6996 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6997 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6998 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  6999 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7000 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7001 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7002 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7003 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7004 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7005 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7006 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7007 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7008 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7009 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7010 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7011 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7012 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7013 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7014 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7015 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7016 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7017 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7018 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7019 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7020 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7021 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7022 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7023 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7024 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7025 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7026 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7027 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7028 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7029 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7030 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7031 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7032 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7033 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7034 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7035 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7036 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7037 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7038 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7039 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7040 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7041 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7042 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7043 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7044 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7045 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7046 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7047 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7048 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7049 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7050 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7051 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7052 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7053 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7054 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7055 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7056 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7057 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7058 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7059 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7060 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7061 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7062 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7063 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7064 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7065 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7066 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7067 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7068 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7069 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7070 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7071 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7072 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7073 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7074 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7075 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7076 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7077 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7078 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7079 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7080 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7081 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7082 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7083 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7084 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7085 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7086 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7087 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7088 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7089 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7090 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7091 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7092 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7093 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7094 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7095 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7096 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7097 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7098 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7099 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7100 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7101 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7102 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7103 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7104 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7105 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7106 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7107 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7108 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7109 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7110 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7111 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7112 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7113 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7114 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7115 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7116 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7117 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7118 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7119 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7120 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7121 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7122 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7123 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7124 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7125 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7126 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7127 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7128 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7129 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7130 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7131 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7132 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7133 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7134 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7135 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7136 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7137 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7138 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7139 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7140 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7141 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7142 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7143 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7144 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7145 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7146 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7147 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7148 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7149 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7150 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7151 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7152 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7153 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7154 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7155 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7156 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7157 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7158 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7159 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7160 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7161 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7162 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7163 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7164 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7165 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7166 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7167 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7168 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7169 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7170 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7171 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7172 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7173 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7174 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7175 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7176 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7177 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7178 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7179 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7180 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7181 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7182 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7183 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7184 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7185 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7186 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7187 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7188 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7189 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7190 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7191 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7192 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7193 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7194 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7195 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7196 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7197 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7198 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7199 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7200 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7201 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7202 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7203 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7204 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7205 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7206 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7207 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7208 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7209 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7210 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7211 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7212 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7213 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7214 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7215 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7216 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7217 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7218 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7219 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7220 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7221 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7222 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7223 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7224 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7225 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7226 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7227 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7228 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7229 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7230 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7231 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7232 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7233 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7234 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7235 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7236 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7237 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7238 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7239 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7240 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7241 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7242 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7243 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7244 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7245 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7246 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7247 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7248 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7249 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7250 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7251 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7252 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7253 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7254 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7255 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7256 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7257 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7258 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7259 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7260 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7261 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7262 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7263 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7264 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7265 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7266 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7267 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7268 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7269 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7270 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7271 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7272 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7273 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7274 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7275 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7276 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7277 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7278 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7279 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7280 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7281 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7282 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7283 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7284 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7285 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7286 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7287 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7288 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7289 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7290 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7291 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7292 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7293 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7294 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7295 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7296 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7297 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7298 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7299 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7300 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7301 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7302 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7303 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7304 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7305 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7306 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7307 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7308 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7309 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7310 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7311 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7312 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7313 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7314 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7315 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7316 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7317 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7318 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7319 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7320 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7321 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7322 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7323 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7324 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7325 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7326 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7327 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7328 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7329 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7330 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7331 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7332 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7333 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7334 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7335 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7336 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7337 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7338 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7339 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7340 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7341 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7342 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7343 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7344 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7345 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7346 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7347 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7348 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7349 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7350 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7351 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7352 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7353 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7354 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7355 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7356 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7357 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7358 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7359 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7360 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7361 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7362 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7363 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7364 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7365 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7366 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7367 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7368 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7369 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7370 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7371 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7372 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7373 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7374 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7375 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7376 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7377 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7378 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7379 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7380 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7381 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7382 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7383 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7384 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7385 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7386 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7387 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7388 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7389 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7390 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7391 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7392 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7393 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7394 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7395 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7396 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7397 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7398 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7399 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7400 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7401 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7402 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7403 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7404 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7405 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7406 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7407 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7408 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7409 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7410 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7411 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7412 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7413 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7414 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7415 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7416 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7417 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7418 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7419 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7420 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7421 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7422 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7423 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7424 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7425 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7426 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7427 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7428 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7429 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7430 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7431 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7432 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7433 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7434 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7435 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7436 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7437 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7438 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7439 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7440 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7441 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7442 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7443 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7444 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7445 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7446 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7447 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7448 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7449 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7450 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7451 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7452 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7453 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7454 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7455 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7456 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7457 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7458 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7459 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7460 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7461 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7462 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7463 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7464 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7465 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7466 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7467 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7468 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7469 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7470 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7471 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7472 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7473 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7474 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7475 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7476 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7477 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7478 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7479 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7480 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7481 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7482 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7483 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7484 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7485 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7486 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7487 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7488 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7489 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7490 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7491 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7492 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7493 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7494 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7495 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7496 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7497 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7498 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7499 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7500 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7501 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7502 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7503 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7504 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7505 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7506 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7507 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7508 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7509 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7510 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7511 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7512 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7513 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7514 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7515 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7516 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7517 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7518 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7519 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7520 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7521 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7522 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7523 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7524 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7525 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7526 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7527 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7528 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7529 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7530 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7531 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7532 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7533 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7534 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7535 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7536 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7537 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7538 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7539 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7540 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7541 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7542 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7543 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7544 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7545 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7546 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7547 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7548 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7549 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7550 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7551 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7552 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7553 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7554 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7555 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7556 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7557 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7558 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7559 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7560 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7561 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7562 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7563 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7564 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7565 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7566 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7567 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7568 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7569 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7570 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7571 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7572 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7573 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7574 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7575 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7576 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7577 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7578 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7579 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7580 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7581 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7582 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7583 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7584 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7585 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7586 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7587 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7588 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7589 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7590 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7591 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7592 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7593 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7594 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7595 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7596 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7597 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7598 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7599 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7600 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7601 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7602 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7603 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7604 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7605 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7606 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7607 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7608 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7609 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7610 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7611 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7612 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7613 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7614 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7615 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7616 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7617 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7618 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7619 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7620 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7621 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7622 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7623 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7624 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7625 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7626 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7627 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7628 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7629 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7630 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7631 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7632 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7633 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7634 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7635 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7636 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7637 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7638 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7639 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7640 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7641 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7642 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7643 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7644 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7645 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7646 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7647 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7648 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7649 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7650 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7651 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7652 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7653 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7654 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7655 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7656 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7657 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7658 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7659 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7660 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7661 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7662 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7663 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7664 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7665 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7666 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7667 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7668 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7669 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7670 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7671 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7672 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7673 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7674 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7675 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7676 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7677 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7678 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7679 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7680 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7681 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7682 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7683 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7684 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7685 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7686 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7687 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7688 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7689 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7690 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7691 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7692 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7693 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7694 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7695 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7696 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7697 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7698 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7699 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7700 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7701 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7702 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7703 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7704 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7705 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7706 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7707 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7708 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7709 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7710 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7711 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7712 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7713 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7714 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7715 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7716 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7717 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7718 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7719 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7720 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7721 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7722 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7723 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7724 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7725 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7726 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7727 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7728 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7729 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7730 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7731 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7732 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7733 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7734 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7735 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7736 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7737 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7738 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7739 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7740 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7741 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7742 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7743 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7744 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7745 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7746 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7747 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7748 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7749 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7750 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7751 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7752 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7753 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7754 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7755 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7756 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7757 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7758 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7759 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7760 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7761 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7762 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7763 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7764 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7765 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7766 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7767 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7768 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7769 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7770 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7771 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7772 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7773 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7774 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7775 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7776 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7777 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7778 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7779 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7780 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7781 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7782 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7783 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7784 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7785 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7786 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7787 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7788 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7789 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7790 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7791 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7792 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7793 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7794 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7795 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7796 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7797 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7798 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7799 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7800 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7801 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7802 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7803 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7804 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7805 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7806 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7807 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7808 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7809 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7810 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7811 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7812 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7813 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7814 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7815 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7816 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7817 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7818 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7819 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7820 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7821 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7822 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7823 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7824 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7825 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7826 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7827 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7828 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7829 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7830 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7831 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7832 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7833 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7834 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7835 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7836 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7837 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7838 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7839 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7840 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7841 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7842 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7843 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7844 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7845 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7846 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7847 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7848 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7849 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7850 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7851 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7852 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7853 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7854 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7855 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7856 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7857 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7858 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7859 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7860 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7861 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7862 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7863 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7864 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7865 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7866 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7867 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7868 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7869 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7870 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7871 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7872 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7873 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7874 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7875 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7876 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7877 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7878 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7879 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7880 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7881 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7882 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7883 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7884 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7885 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7886 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7887 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7888 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7889 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7890 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7891 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7892 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7893 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7894 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7895 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7896 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7897 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7898 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7899 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7900 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7901 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7902 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7903 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7904 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7905 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7906 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7907 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7908 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7909 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7910 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7911 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7912 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7913 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7914 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7915 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7916 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7917 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7918 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7919 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7920 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7921 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7922 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7923 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7924 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7925 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7926 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7927 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7928 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7929 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7930 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7931 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7932 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7933 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7934 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7935 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7936 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7937 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7938 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7939 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7940 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7941 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7942 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7943 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7944 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7945 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7946 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7947 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7948 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7949 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7950 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7951 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7952 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7953 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7954 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7955 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7956 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7957 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7958 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7959 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7960 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7961 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7962 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7963 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7964 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7965 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7966 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7967 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7968 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7969 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7970 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7971 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7972 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7973 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7974 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7975 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7976 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7977 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7978 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7979 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7980 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7981 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7982 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7983 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7984 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7985 Iterations, The Training Error rate is  5.0  and the Test Error rate is  17.1052631579
Running  7986 Iterations, The Training Error rate is  4.95  and the Test Error rate is  17.1052631579
Running  7987 Iterations, The Training Error rate is  4.9  and the Test Error rate is  17.1052631579
Running  7988 Iterations, The Training Error rate is  4.85  and the Test Error rate is  17.1052631579
Running  7989 Iterations, The Training Error rate is  4.8  and the Test Error rate is  17.1052631579
In [17]:
trainErrorRatesL2Norm,testErrorRatesL2Norm = buildPerceptronUsingAverageWeights(feature_train_l2Normalized, label_train, feature_test_l2Normalized, label_test)
Running  0 Iterations, The Training Error rate is  49.3  and the Test Error rate is  56.4473684211
Running  1 Iterations, The Training Error rate is  47.05  and the Test Error rate is  54.6052631579
Running  2 Iterations, The Training Error rate is  44.4  and the Test Error rate is  51.3157894737
Running  3 Iterations, The Training Error rate is  41.8  and the Test Error rate is  48.6842105263
Running  4 Iterations, The Training Error rate is  37.95  and the Test Error rate is  44.7368421053
Running  5 Iterations, The Training Error rate is  35.1  and the Test Error rate is  41.4473684211
Running  6 Iterations, The Training Error rate is  32.15  and the Test Error rate is  37.6315789474
Running  7 Iterations, The Training Error rate is  29.0  and the Test Error rate is  33.8157894737
Running  8 Iterations, The Training Error rate is  28.55  and the Test Error rate is  32.7631578947
Running  9 Iterations, The Training Error rate is  27.7  and the Test Error rate is  31.7105263158
Running  10 Iterations, The Training Error rate is  25.65  and the Test Error rate is  29.4736842105
Running  11 Iterations, The Training Error rate is  23.5  and the Test Error rate is  26.8421052632
Running  12 Iterations, The Training Error rate is  22.7  and the Test Error rate is  25.6578947368
Running  13 Iterations, The Training Error rate is  21.9  and the Test Error rate is  24.7368421053
Running  14 Iterations, The Training Error rate is  21.1  and the Test Error rate is  24.4736842105
Running  15 Iterations, The Training Error rate is  20.2  and the Test Error rate is  23.8157894737
Running  16 Iterations, The Training Error rate is  19.4  and the Test Error rate is  23.4210526316
Running  17 Iterations, The Training Error rate is  19.05  and the Test Error rate is  23.1578947368
Running  18 Iterations, The Training Error rate is  19.0  and the Test Error rate is  23.0263157895
Running  19 Iterations, The Training Error rate is  19.1  and the Test Error rate is  22.8947368421
Running  20 Iterations, The Training Error rate is  19.3  and the Test Error rate is  22.8947368421
Running  21 Iterations, The Training Error rate is  19.6  and the Test Error rate is  23.1578947368
Running  22 Iterations, The Training Error rate is  19.95  and the Test Error rate is  23.5526315789
Running  23 Iterations, The Training Error rate is  20.45  and the Test Error rate is  23.6842105263
Running  24 Iterations, The Training Error rate is  20.9  and the Test Error rate is  23.5526315789
Running  25 Iterations, The Training Error rate is  21.65  and the Test Error rate is  23.9473684211
Running  26 Iterations, The Training Error rate is  22.3  and the Test Error rate is  24.0789473684
Running  27 Iterations, The Training Error rate is  22.85  and the Test Error rate is  24.3421052632
Running  28 Iterations, The Training Error rate is  23.35  and the Test Error rate is  24.4736842105
Running  29 Iterations, The Training Error rate is  23.95  and the Test Error rate is  24.8684210526
Running  30 Iterations, The Training Error rate is  24.5  and the Test Error rate is  25.1315789474
Running  31 Iterations, The Training Error rate is  25.0  and the Test Error rate is  25.5263157895
Running  32 Iterations, The Training Error rate is  25.25  and the Test Error rate is  25.5263157895
Running  33 Iterations, The Training Error rate is  25.6  and the Test Error rate is  26.1842105263
Running  34 Iterations, The Training Error rate is  25.8  and the Test Error rate is  26.4473684211
Running  35 Iterations, The Training Error rate is  26.0  and the Test Error rate is  26.7105263158
Running  36 Iterations, The Training Error rate is  26.05  and the Test Error rate is  26.7105263158
Running  37 Iterations, The Training Error rate is  25.95  and the Test Error rate is  26.7105263158
Running  38 Iterations, The Training Error rate is  25.75  and the Test Error rate is  26.7105263158
Running  39 Iterations, The Training Error rate is  25.5  and the Test Error rate is  26.4473684211
Running  40 Iterations, The Training Error rate is  25.2  and the Test Error rate is  26.4473684211
Running  41 Iterations, The Training Error rate is  24.8  and the Test Error rate is  26.0526315789
Running  42 Iterations, The Training Error rate is  24.45  and the Test Error rate is  26.0526315789
Running  43 Iterations, The Training Error rate is  24.0  and the Test Error rate is  25.5263157895
Running  44 Iterations, The Training Error rate is  23.85  and the Test Error rate is  25.2631578947
Running  45 Iterations, The Training Error rate is  23.5  and the Test Error rate is  24.8684210526
Running  46 Iterations, The Training Error rate is  23.35  and the Test Error rate is  24.7368421053
Running  47 Iterations, The Training Error rate is  23.2  and the Test Error rate is  24.4736842105
Running  48 Iterations, The Training Error rate is  23.0  and the Test Error rate is  24.4736842105
Running  49 Iterations, The Training Error rate is  22.8  and the Test Error rate is  24.4736842105
Running  50 Iterations, The Training Error rate is  22.8  and the Test Error rate is  24.3421052632
Running  51 Iterations, The Training Error rate is  22.85  and the Test Error rate is  24.2105263158
Running  52 Iterations, The Training Error rate is  22.85  and the Test Error rate is  24.2105263158
Running  53 Iterations, The Training Error rate is  22.85  and the Test Error rate is  24.2105263158
Running  54 Iterations, The Training Error rate is  22.65  and the Test Error rate is  24.4736842105
Running  55 Iterations, The Training Error rate is  22.45  and the Test Error rate is  24.7368421053
Running  56 Iterations, The Training Error rate is  22.25  and the Test Error rate is  24.8684210526
Running  57 Iterations, The Training Error rate is  22.05  and the Test Error rate is  25.1315789474
Running  58 Iterations, The Training Error rate is  22.05  and the Test Error rate is  25.2631578947
Running  59 Iterations, The Training Error rate is  22.05  and the Test Error rate is  25.3947368421
Running  60 Iterations, The Training Error rate is  21.9  and the Test Error rate is  25.5263157895
Running  61 Iterations, The Training Error rate is  21.7  and the Test Error rate is  25.7894736842
Running  62 Iterations, The Training Error rate is  21.65  and the Test Error rate is  25.9210526316
Running  63 Iterations, The Training Error rate is  21.5  and the Test Error rate is  26.0526315789
Running  64 Iterations, The Training Error rate is  21.45  and the Test Error rate is  25.9210526316
Running  65 Iterations, The Training Error rate is  21.4  and the Test Error rate is  26.0526315789
Running  66 Iterations, The Training Error rate is  21.3  and the Test Error rate is  26.1842105263
Running  67 Iterations, The Training Error rate is  21.25  and the Test Error rate is  26.1842105263
Running  68 Iterations, The Training Error rate is  21.15  and the Test Error rate is  26.1842105263
Running  69 Iterations, The Training Error rate is  21.05  and the Test Error rate is  26.1842105263
Running  70 Iterations, The Training Error rate is  20.95  and the Test Error rate is  26.3157894737
Running  71 Iterations, The Training Error rate is  20.85  and the Test Error rate is  26.1842105263
Running  72 Iterations, The Training Error rate is  20.75  and the Test Error rate is  26.1842105263
Running  73 Iterations, The Training Error rate is  20.8  and the Test Error rate is  26.0526315789
Running  74 Iterations, The Training Error rate is  20.85  and the Test Error rate is  26.1842105263
Running  75 Iterations, The Training Error rate is  20.9  and the Test Error rate is  25.9210526316
Running  76 Iterations, The Training Error rate is  20.95  and the Test Error rate is  25.7894736842
Running  77 Iterations, The Training Error rate is  20.95  and the Test Error rate is  25.6578947368
Running  78 Iterations, The Training Error rate is  21.0  and the Test Error rate is  25.5263157895
Running  79 Iterations, The Training Error rate is  21.05  and the Test Error rate is  25.3947368421
Running  80 Iterations, The Training Error rate is  21.1  and the Test Error rate is  25.2631578947
Running  81 Iterations, The Training Error rate is  21.2  and the Test Error rate is  25.2631578947
Running  82 Iterations, The Training Error rate is  21.3  and the Test Error rate is  25.1315789474
Running  83 Iterations, The Training Error rate is  21.35  and the Test Error rate is  25.0
Running  84 Iterations, The Training Error rate is  21.35  and the Test Error rate is  24.7368421053
Running  85 Iterations, The Training Error rate is  21.3  and the Test Error rate is  24.4736842105
Running  86 Iterations, The Training Error rate is  21.3  and the Test Error rate is  24.3421052632
Running  87 Iterations, The Training Error rate is  21.3  and the Test Error rate is  24.2105263158
Running  88 Iterations, The Training Error rate is  21.15  and the Test Error rate is  24.0789473684
Running  89 Iterations, The Training Error rate is  21.0  and the Test Error rate is  23.8157894737
Running  90 Iterations, The Training Error rate is  20.9  and the Test Error rate is  23.5526315789
Running  91 Iterations, The Training Error rate is  20.7  and the Test Error rate is  23.2894736842
Running  92 Iterations, The Training Error rate is  20.5  and the Test Error rate is  23.0263157895
Running  93 Iterations, The Training Error rate is  20.25  and the Test Error rate is  22.8947368421
Running  94 Iterations, The Training Error rate is  20.0  and the Test Error rate is  22.7631578947
Running  95 Iterations, The Training Error rate is  19.8  and the Test Error rate is  22.7631578947
Running  96 Iterations, The Training Error rate is  19.6  and the Test Error rate is  22.6315789474
Running  97 Iterations, The Training Error rate is  19.35  and the Test Error rate is  22.5
Running  98 Iterations, The Training Error rate is  19.2  and the Test Error rate is  22.3684210526
Running  99 Iterations, The Training Error rate is  19.05  and the Test Error rate is  22.3684210526
Running  100 Iterations, The Training Error rate is  18.9  and the Test Error rate is  22.3684210526
Running  101 Iterations, The Training Error rate is  18.8  and the Test Error rate is  22.3684210526
Running  102 Iterations, The Training Error rate is  18.7  and the Test Error rate is  22.3684210526
Running  103 Iterations, The Training Error rate is  18.65  and the Test Error rate is  22.3684210526
Running  104 Iterations, The Training Error rate is  18.6  and the Test Error rate is  22.3684210526
Running  105 Iterations, The Training Error rate is  18.5  and the Test Error rate is  22.3684210526
Running  106 Iterations, The Training Error rate is  18.35  and the Test Error rate is  22.3684210526
Running  107 Iterations, The Training Error rate is  18.25  and the Test Error rate is  22.3684210526
Running  108 Iterations, The Training Error rate is  18.15  and the Test Error rate is  22.3684210526
Running  109 Iterations, The Training Error rate is  18.05  and the Test Error rate is  22.3684210526
Running  110 Iterations, The Training Error rate is  18.0  and the Test Error rate is  22.3684210526
Running  111 Iterations, The Training Error rate is  17.95  and the Test Error rate is  22.2368421053
Running  112 Iterations, The Training Error rate is  17.9  and the Test Error rate is  22.1052631579
Running  113 Iterations, The Training Error rate is  17.85  and the Test Error rate is  21.9736842105
Running  114 Iterations, The Training Error rate is  17.8  and the Test Error rate is  21.8421052632
Running  115 Iterations, The Training Error rate is  17.8  and the Test Error rate is  21.7105263158
Running  116 Iterations, The Training Error rate is  17.9  and the Test Error rate is  21.5789473684
Running  117 Iterations, The Training Error rate is  17.95  and the Test Error rate is  21.4473684211
Running  118 Iterations, The Training Error rate is  18.05  and the Test Error rate is  21.3157894737
Running  119 Iterations, The Training Error rate is  18.15  and the Test Error rate is  21.1842105263
Running  120 Iterations, The Training Error rate is  18.2  and the Test Error rate is  21.0526315789
Running  121 Iterations, The Training Error rate is  18.25  and the Test Error rate is  21.0526315789
Running  122 Iterations, The Training Error rate is  18.25  and the Test Error rate is  21.0526315789
Running  123 Iterations, The Training Error rate is  18.25  and the Test Error rate is  21.0526315789
Running  124 Iterations, The Training Error rate is  18.25  and the Test Error rate is  21.0526315789
Running  125 Iterations, The Training Error rate is  18.25  and the Test Error rate is  21.0526315789
Running  126 Iterations, The Training Error rate is  18.2  and the Test Error rate is  21.0526315789
Running  127 Iterations, The Training Error rate is  18.15  and the Test Error rate is  21.0526315789
Running  128 Iterations, The Training Error rate is  18.05  and the Test Error rate is  21.0526315789
Running  129 Iterations, The Training Error rate is  17.95  and the Test Error rate is  21.0526315789
Running  130 Iterations, The Training Error rate is  17.85  and the Test Error rate is  21.0526315789
Running  131 Iterations, The Training Error rate is  17.75  and the Test Error rate is  21.0526315789
Running  132 Iterations, The Training Error rate is  17.7  and the Test Error rate is  21.0526315789
Running  133 Iterations, The Training Error rate is  17.65  and the Test Error rate is  21.0526315789
Running  134 Iterations, The Training Error rate is  17.6  and the Test Error rate is  21.0526315789
Running  135 Iterations, The Training Error rate is  17.55  and the Test Error rate is  21.0526315789
Running  136 Iterations, The Training Error rate is  17.5  and the Test Error rate is  21.0526315789
Running  137 Iterations, The Training Error rate is  17.45  and the Test Error rate is  21.0526315789
Running  138 Iterations, The Training Error rate is  17.4  and the Test Error rate is  21.0526315789
Running  139 Iterations, The Training Error rate is  17.35  and the Test Error rate is  21.0526315789
Running  140 Iterations, The Training Error rate is  17.3  and the Test Error rate is  21.0526315789
Running  141 Iterations, The Training Error rate is  17.25  and the Test Error rate is  21.0526315789
Running  142 Iterations, The Training Error rate is  17.2  and the Test Error rate is  21.0526315789
Running  143 Iterations, The Training Error rate is  17.15  and the Test Error rate is  21.1842105263
Running  144 Iterations, The Training Error rate is  17.05  and the Test Error rate is  21.3157894737
Running  145 Iterations, The Training Error rate is  16.9  and the Test Error rate is  21.4473684211
Running  146 Iterations, The Training Error rate is  16.75  and the Test Error rate is  21.5789473684
Running  147 Iterations, The Training Error rate is  16.65  and the Test Error rate is  21.7105263158
Running  148 Iterations, The Training Error rate is  16.55  and the Test Error rate is  21.8421052632
Running  149 Iterations, The Training Error rate is  16.4  and the Test Error rate is  21.9736842105
Running  150 Iterations, The Training Error rate is  16.25  and the Test Error rate is  22.1052631579
Running  151 Iterations, The Training Error rate is  16.1  and the Test Error rate is  22.2368421053
Running  152 Iterations, The Training Error rate is  15.95  and the Test Error rate is  22.3684210526
Running  153 Iterations, The Training Error rate is  15.8  and the Test Error rate is  22.3684210526
Running  154 Iterations, The Training Error rate is  15.7  and the Test Error rate is  22.3684210526
Running  155 Iterations, The Training Error rate is  15.7  and the Test Error rate is  22.3684210526
Running  156 Iterations, The Training Error rate is  15.7  and the Test Error rate is  22.3684210526
Running  157 Iterations, The Training Error rate is  15.7  and the Test Error rate is  22.3684210526
Running  158 Iterations, The Training Error rate is  15.7  and the Test Error rate is  22.3684210526
Running  159 Iterations, The Training Error rate is  15.65  and the Test Error rate is  22.3684210526
Running  160 Iterations, The Training Error rate is  15.6  and the Test Error rate is  22.3684210526
Running  161 Iterations, The Training Error rate is  15.5  and the Test Error rate is  22.3684210526
Running  162 Iterations, The Training Error rate is  15.4  and the Test Error rate is  22.3684210526
Running  163 Iterations, The Training Error rate is  15.3  and the Test Error rate is  22.3684210526
Running  164 Iterations, The Training Error rate is  15.2  and the Test Error rate is  22.2368421053
Running  165 Iterations, The Training Error rate is  15.05  and the Test Error rate is  22.2368421053
Running  166 Iterations, The Training Error rate is  14.9  and the Test Error rate is  22.2368421053
Running  167 Iterations, The Training Error rate is  14.75  and the Test Error rate is  22.1052631579
Running  168 Iterations, The Training Error rate is  14.6  and the Test Error rate is  21.9736842105
Running  169 Iterations, The Training Error rate is  14.55  and the Test Error rate is  21.8421052632
Running  170 Iterations, The Training Error rate is  14.5  and the Test Error rate is  21.7105263158
Running  171 Iterations, The Training Error rate is  14.5  and the Test Error rate is  21.5789473684
Running  172 Iterations, The Training Error rate is  14.5  and the Test Error rate is  21.4473684211
Running  173 Iterations, The Training Error rate is  14.45  and the Test Error rate is  21.3157894737
Running  174 Iterations, The Training Error rate is  14.4  and the Test Error rate is  21.3157894737
Running  175 Iterations, The Training Error rate is  14.35  and the Test Error rate is  21.1842105263
Running  176 Iterations, The Training Error rate is  14.3  and the Test Error rate is  21.0526315789
Running  177 Iterations, The Training Error rate is  14.25  and the Test Error rate is  21.0526315789
Running  178 Iterations, The Training Error rate is  14.2  and the Test Error rate is  21.0526315789
Running  179 Iterations, The Training Error rate is  14.15  and the Test Error rate is  21.0526315789
Running  180 Iterations, The Training Error rate is  14.1  and the Test Error rate is  21.0526315789
Running  181 Iterations, The Training Error rate is  14.05  and the Test Error rate is  21.0526315789
Running  182 Iterations, The Training Error rate is  14.0  and the Test Error rate is  21.0526315789
Running  183 Iterations, The Training Error rate is  14.0  and the Test Error rate is  21.0526315789
Running  184 Iterations, The Training Error rate is  13.95  and the Test Error rate is  21.0526315789
Running  185 Iterations, The Training Error rate is  13.95  and the Test Error rate is  21.0526315789
Running  186 Iterations, The Training Error rate is  13.9  and the Test Error rate is  21.0526315789
Running  187 Iterations, The Training Error rate is  13.85  and the Test Error rate is  21.0526315789
Running  188 Iterations, The Training Error rate is  13.8  and the Test Error rate is  21.0526315789
Running  189 Iterations, The Training Error rate is  13.75  and the Test Error rate is  21.0526315789
Running  190 Iterations, The Training Error rate is  13.7  and the Test Error rate is  21.0526315789
Running  191 Iterations, The Training Error rate is  13.65  and the Test Error rate is  21.0526315789
Running  192 Iterations, The Training Error rate is  13.6  and the Test Error rate is  21.0526315789
Running  193 Iterations, The Training Error rate is  13.55  and the Test Error rate is  21.0526315789
Running  194 Iterations, The Training Error rate is  13.5  and the Test Error rate is  21.0526315789
Running  195 Iterations, The Training Error rate is  13.4  and the Test Error rate is  21.0526315789
Running  196 Iterations, The Training Error rate is  13.35  and the Test Error rate is  21.0526315789
Running  197 Iterations, The Training Error rate is  13.3  and the Test Error rate is  21.0526315789
Running  198 Iterations, The Training Error rate is  13.25  and the Test Error rate is  21.0526315789
Running  199 Iterations, The Training Error rate is  13.2  and the Test Error rate is  21.0526315789
Running  200 Iterations, The Training Error rate is  13.15  and the Test Error rate is  21.0526315789
Running  201 Iterations, The Training Error rate is  13.1  and the Test Error rate is  21.0526315789
Running  202 Iterations, The Training Error rate is  12.95  and the Test Error rate is  21.0526315789
Running  203 Iterations, The Training Error rate is  12.8  and the Test Error rate is  21.0526315789
Running  204 Iterations, The Training Error rate is  12.7  and the Test Error rate is  21.0526315789
Running  205 Iterations, The Training Error rate is  12.6  and the Test Error rate is  21.0526315789
Running  206 Iterations, The Training Error rate is  12.45  and the Test Error rate is  21.0526315789
Running  207 Iterations, The Training Error rate is  12.3  and the Test Error rate is  21.0526315789
Running  208 Iterations, The Training Error rate is  12.15  and the Test Error rate is  21.0526315789
Running  209 Iterations, The Training Error rate is  12.0  and the Test Error rate is  21.0526315789
Running  210 Iterations, The Training Error rate is  11.85  and the Test Error rate is  21.0526315789
Running  211 Iterations, The Training Error rate is  11.7  and the Test Error rate is  21.0526315789
Running  212 Iterations, The Training Error rate is  11.65  and the Test Error rate is  21.0526315789
Running  213 Iterations, The Training Error rate is  11.6  and the Test Error rate is  21.0526315789
Running  214 Iterations, The Training Error rate is  11.55  and the Test Error rate is  21.0526315789
Running  215 Iterations, The Training Error rate is  11.5  and the Test Error rate is  21.0526315789
Running  216 Iterations, The Training Error rate is  11.45  and the Test Error rate is  21.0526315789
Running  217 Iterations, The Training Error rate is  11.4  and the Test Error rate is  21.0526315789
Running  218 Iterations, The Training Error rate is  11.35  and the Test Error rate is  21.0526315789
Running  219 Iterations, The Training Error rate is  11.3  and the Test Error rate is  21.0526315789
Running  220 Iterations, The Training Error rate is  11.25  and the Test Error rate is  21.0526315789
Running  221 Iterations, The Training Error rate is  11.2  and the Test Error rate is  20.9210526316
Running  222 Iterations, The Training Error rate is  11.15  and the Test Error rate is  20.7894736842
Running  223 Iterations, The Training Error rate is  11.05  and the Test Error rate is  20.6578947368
Running  224 Iterations, The Training Error rate is  10.95  and the Test Error rate is  20.5263157895
Running  225 Iterations, The Training Error rate is  10.85  and the Test Error rate is  20.3947368421
Running  226 Iterations, The Training Error rate is  10.8  and the Test Error rate is  20.2631578947
Running  227 Iterations, The Training Error rate is  10.75  and the Test Error rate is  20.1315789474
Running  228 Iterations, The Training Error rate is  10.7  and the Test Error rate is  20.0
Running  229 Iterations, The Training Error rate is  10.65  and the Test Error rate is  19.8684210526
Running  230 Iterations, The Training Error rate is  10.6  and the Test Error rate is  19.7368421053
Running  231 Iterations, The Training Error rate is  10.55  and the Test Error rate is  19.7368421053
Running  232 Iterations, The Training Error rate is  10.5  and the Test Error rate is  19.7368421053
Running  233 Iterations, The Training Error rate is  10.45  and the Test Error rate is  19.7368421053
Running  234 Iterations, The Training Error rate is  10.35  and the Test Error rate is  19.7368421053
Running  235 Iterations, The Training Error rate is  10.25  and the Test Error rate is  19.6052631579
Running  236 Iterations, The Training Error rate is  10.15  and the Test Error rate is  19.4736842105
Running  237 Iterations, The Training Error rate is  10.05  and the Test Error rate is  19.3421052632
Running  238 Iterations, The Training Error rate is  9.95  and the Test Error rate is  19.2105263158
Running  239 Iterations, The Training Error rate is  9.85  and the Test Error rate is  19.0789473684
Running  240 Iterations, The Training Error rate is  9.75  and the Test Error rate is  18.9473684211
Running  241 Iterations, The Training Error rate is  9.65  and the Test Error rate is  18.8157894737
Running  242 Iterations, The Training Error rate is  9.55  and the Test Error rate is  18.6842105263
Running  243 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.5526315789
Running  244 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  245 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  246 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  247 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  248 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  249 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  250 Iterations, The Training Error rate is  9.5  and the Test Error rate is  18.4210526316
Running  251 Iterations, The Training Error rate is  9.45  and the Test Error rate is  18.4210526316
Running  252 Iterations, The Training Error rate is  9.4  and the Test Error rate is  18.2894736842
Running  253 Iterations, The Training Error rate is  9.35  and the Test Error rate is  18.1578947368
Running  254 Iterations, The Training Error rate is  9.3  and the Test Error rate is  18.0263157895
Running  255 Iterations, The Training Error rate is  9.2  and the Test Error rate is  17.8947368421
Running  256 Iterations, The Training Error rate is  9.1  and the Test Error rate is  17.7631578947
Running  257 Iterations, The Training Error rate is  9.0  and the Test Error rate is  17.6315789474
Running  258 Iterations, The Training Error rate is  8.9  and the Test Error rate is  17.5
Running  259 Iterations, The Training Error rate is  8.8  and the Test Error rate is  17.3684210526
Running  260 Iterations, The Training Error rate is  8.7  and the Test Error rate is  17.2368421053
Running  261 Iterations, The Training Error rate is  8.65  and the Test Error rate is  17.1052631579
Running  262 Iterations, The Training Error rate is  8.6  and the Test Error rate is  17.1052631579
Running  263 Iterations, The Training Error rate is  8.5  and the Test Error rate is  17.1052631579
Running  264 Iterations, The Training Error rate is  8.4  and the Test Error rate is  17.1052631579
Running  265 Iterations, The Training Error rate is  8.35  and the Test Error rate is  17.1052631579
Running  266 Iterations, The Training Error rate is  8.3  and the Test Error rate is  17.1052631579
Running  267 Iterations, The Training Error rate is  8.25  and the Test Error rate is  17.1052631579
Running  268 Iterations, The Training Error rate is  8.2  and the Test Error rate is  17.1052631579
Running  269 Iterations, The Training Error rate is  8.15  and the Test Error rate is  17.1052631579
Running  270 Iterations, The Training Error rate is  8.1  and the Test Error rate is  17.1052631579
Running  271 Iterations, The Training Error rate is  8.05  and the Test Error rate is  17.1052631579
Running  272 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  273 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  274 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  275 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  276 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  277 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  278 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  279 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  280 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  281 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  282 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  283 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  284 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  285 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  286 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  287 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  288 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  289 Iterations, The Training Error rate is  8.0  and the Test Error rate is  17.1052631579
Running  290 Iterations, The Training Error rate is  7.95  and the Test Error rate is  17.1052631579
Running  291 Iterations, The Training Error rate is  7.9  and the Test Error rate is  17.1052631579
Running  292 Iterations, The Training Error rate is  7.85  and the Test Error rate is  17.1052631579
Running  293 Iterations, The Training Error rate is  7.8  and the Test Error rate is  17.1052631579
Running  294 Iterations, The Training Error rate is  7.75  and the Test Error rate is  17.1052631579
Running  295 Iterations, The Training Error rate is  7.7  and the Test Error rate is  17.1052631579
Running  296 Iterations, The Training Error rate is  7.65  and the Test Error rate is  17.1052631579
Running  297 Iterations, The Training Error rate is  7.6  and the Test Error rate is  17.1052631579
Running  298 Iterations, The Training Error rate is  7.5  and the Test Error rate is  17.1052631579
Running  299 Iterations, The Training Error rate is  7.4  and the Test Error rate is  17.1052631579
Running  300 Iterations, The Training Error rate is  7.35  and the Test Error rate is  17.1052631579
Running  301 Iterations, The Training Error rate is  7.3  and the Test Error rate is  17.1052631579
Running  302 Iterations, The Training Error rate is  7.25  and the Test Error rate is  17.1052631579
Running  303 Iterations, The Training Error rate is  7.2  and the Test Error rate is  17.2368421053
Running  304 Iterations, The Training Error rate is  7.15  and the Test Error rate is  17.3684210526
Running  305 Iterations, The Training Error rate is  7.1  and the Test Error rate is  17.5
Running  306 Iterations, The Training Error rate is  7.05  and the Test Error rate is  17.6315789474
Running  307 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.7631578947
Running  308 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.8947368421
Running  309 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.0263157895
Running  310 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.1578947368
Running  311 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.1578947368
Running  312 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.1578947368
Running  313 Iterations, The Training Error rate is  7.0  and the Test Error rate is  18.0263157895
Running  314 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.8947368421
Running  315 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.6315789474
Running  316 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.3684210526
Running  317 Iterations, The Training Error rate is  7.0  and the Test Error rate is  17.1052631579
Running  318 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.8421052632
Running  319 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.5789473684
Running  320 Iterations, The Training Error rate is  7.0  and the Test Error rate is  16.3157894737
Running  321 Iterations, The Training Error rate is  6.95  and the Test Error rate is  16.1842105263
Running  322 Iterations, The Training Error rate is  6.9  and the Test Error rate is  16.0526315789
Running  323 Iterations, The Training Error rate is  6.85  and the Test Error rate is  15.9210526316
Running  324 Iterations, The Training Error rate is  6.8  and the Test Error rate is  15.7894736842
Running  325 Iterations, The Training Error rate is  6.75  and the Test Error rate is  15.7894736842
Running  326 Iterations, The Training Error rate is  6.7  and the Test Error rate is  15.7894736842
Running  327 Iterations, The Training Error rate is  6.65  and the Test Error rate is  15.7894736842
Running  328 Iterations, The Training Error rate is  6.6  and the Test Error rate is  15.7894736842
Running  329 Iterations, The Training Error rate is  6.55  and the Test Error rate is  15.7894736842
Running  330 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  331 Iterations, The Training Error rate is  6.5  and the Test Error rate is  15.7894736842
Running  332 Iterations, The Training Error rate is  6.45  and the Test Error rate is  15.7894736842
Running  333 Iterations, The Training Error rate is  6.4  and the Test Error rate is  15.7894736842
Running  334 Iterations, The Training Error rate is  6.35  and the Test Error rate is  15.7894736842
Running  335 Iterations, The Training Error rate is  6.3  and the Test Error rate is  15.7894736842
Running  336 Iterations, The Training Error rate is  6.25  and the Test Error rate is  15.7894736842
Running  337 Iterations, The Training Error rate is  6.2  and the Test Error rate is  15.7894736842
Running  338 Iterations, The Training Error rate is  6.15  and the Test Error rate is  15.6578947368
Running  339 Iterations, The Training Error rate is  6.1  and the Test Error rate is  15.5263157895
Running  340 Iterations, The Training Error rate is  6.0  and the Test Error rate is  15.3947368421
Running  341 Iterations, The Training Error rate is  5.9  and the Test Error rate is  15.2631578947
Running  342 Iterations, The Training Error rate is  5.85  and the Test Error rate is  15.1315789474
Running  343 Iterations, The Training Error rate is  5.8  and the Test Error rate is  15.0
Running  344 Iterations, The Training Error rate is  5.75  and the Test Error rate is  14.8684210526
Running  345 Iterations, The Training Error rate is  5.7  and the Test Error rate is  14.7368421053
Running  346 Iterations, The Training Error rate is  5.65  and the Test Error rate is  14.6052631579
Running  347 Iterations, The Training Error rate is  5.6  and the Test Error rate is  14.4736842105
Running  348 Iterations, The Training Error rate is  5.55  and the Test Error rate is  14.4736842105
Running  349 Iterations, The Training Error rate is  5.5  and the Test Error rate is  14.4736842105
Running  350 Iterations, The Training Error rate is  5.5  and the Test Error rate is  14.4736842105
Running  351 Iterations, The Training Error rate is  5.5  and the Test Error rate is  14.4736842105
Running  352 Iterations, The Training Error rate is  5.5  and the Test Error rate is  14.4736842105
Running  353 Iterations, The Training Error rate is  5.5  and the Test Error rate is  14.4736842105
Running  354 Iterations, The Training Error rate is  5.45  and the Test Error rate is  14.4736842105
Running  355 Iterations, The Training Error rate is  5.4  and the Test Error rate is  14.4736842105
Running  356 Iterations, The Training Error rate is  5.35  and the Test Error rate is  14.4736842105
Running  357 Iterations, The Training Error rate is  5.3  and the Test Error rate is  14.4736842105
Running  358 Iterations, The Training Error rate is  5.25  and the Test Error rate is  14.4736842105
Running  359 Iterations, The Training Error rate is  5.2  and the Test Error rate is  14.4736842105
Running  360 Iterations, The Training Error rate is  5.15  and the Test Error rate is  14.4736842105
Running  361 Iterations, The Training Error rate is  5.1  and the Test Error rate is  14.4736842105
Running  362 Iterations, The Training Error rate is  5.05  and the Test Error rate is  14.4736842105
Running  363 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  364 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  365 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  366 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  367 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  368 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  369 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  370 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  371 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  372 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  373 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  374 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  375 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  376 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  377 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  378 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  379 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  380 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  381 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  382 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  383 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  384 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  385 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  386 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  387 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  388 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  389 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  390 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  391 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  392 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  393 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  394 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  395 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.4736842105
Running  396 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.3421052632
Running  397 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.2105263158
Running  398 Iterations, The Training Error rate is  5.0  and the Test Error rate is  14.0789473684
Running  399 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.9473684211
Running  400 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.8157894737
Running  401 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.6842105263
Running  402 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.5526315789
Running  403 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.4210526316
Running  404 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.2894736842
Running  405 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  406 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  407 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  408 Iterations, The Training Error rate is  5.0  and the Test Error rate is  13.1578947368
Running  409 Iterations, The Training Error rate is  4.95  and the Test Error rate is  13.1578947368
Running  410 Iterations, The Training Error rate is  4.9  and the Test Error rate is  13.1578947368
Running  411 Iterations, The Training Error rate is  4.85  and the Test Error rate is  13.1578947368
Running  412 Iterations, The Training Error rate is  4.8  and the Test Error rate is  13.1578947368
Running  413 Iterations, The Training Error rate is  4.75  and the Test Error rate is  13.1578947368
Running  414 Iterations, The Training Error rate is  4.7  and the Test Error rate is  13.1578947368
Running  415 Iterations, The Training Error rate is  4.65  and the Test Error rate is  13.1578947368
Running  416 Iterations, The Training Error rate is  4.6  and the Test Error rate is  13.1578947368
Running  417 Iterations, The Training Error rate is  4.55  and the Test Error rate is  13.1578947368
Running  418 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  419 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  420 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  421 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  422 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  423 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  424 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  425 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  426 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  427 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  428 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  429 Iterations, The Training Error rate is  4.5  and the Test Error rate is  13.1578947368
Running  430 Iterations, The Training Error rate is  4.45  and the Test Error rate is  13.1578947368
Running  431 Iterations, The Training Error rate is  4.4  and the Test Error rate is  13.1578947368
Running  432 Iterations, The Training Error rate is  4.35  and the Test Error rate is  13.1578947368
Running  433 Iterations, The Training Error rate is  4.3  and the Test Error rate is  13.1578947368
Running  434 Iterations, The Training Error rate is  4.25  and the Test Error rate is  13.1578947368
Running  435 Iterations, The Training Error rate is  4.2  and the Test Error rate is  13.1578947368
Running  436 Iterations, The Training Error rate is  4.15  and the Test Error rate is  13.1578947368
Running  437 Iterations, The Training Error rate is  4.1  and the Test Error rate is  13.1578947368
Running  438 Iterations, The Training Error rate is  4.05  and the Test Error rate is  13.1578947368
Running  439 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  440 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  441 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  442 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  443 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  444 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  445 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  446 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  447 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  448 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  449 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  450 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  451 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  452 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  453 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  454 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  455 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  456 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  457 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  458 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  459 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  460 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  461 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  462 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  463 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  464 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  465 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  466 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  467 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  468 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  469 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  470 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  471 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  472 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  473 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  474 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  475 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  476 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  477 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  478 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  479 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  480 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  481 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  482 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  483 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  484 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  485 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  486 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  487 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  488 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  489 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  490 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  491 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  492 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  493 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  494 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  495 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  496 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  497 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  498 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  499 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  500 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  501 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  502 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  503 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  504 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  505 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  506 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  507 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  508 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  509 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  510 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  511 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  512 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  513 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  514 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  515 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  516 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  517 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  518 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  519 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  520 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  521 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  522 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  523 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  524 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  525 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  526 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  527 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  528 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  529 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  530 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  531 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.1578947368
Running  532 Iterations, The Training Error rate is  4.0  and the Test Error rate is  13.0263157895
Running  533 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.8947368421
Running  534 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.7631578947
Running  535 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.6315789474
Running  536 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.5
Running  537 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.3684210526
Running  538 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.2368421053
Running  539 Iterations, The Training Error rate is  4.0  and the Test Error rate is  12.1052631579
Running  540 Iterations, The Training Error rate is  4.0  and the Test Error rate is  11.9736842105
Running  541 Iterations, The Training Error rate is  3.95  and the Test Error rate is  11.8421052632
Running  542 Iterations, The Training Error rate is  3.9  and the Test Error rate is  11.8421052632
Running  543 Iterations, The Training Error rate is  3.85  and the Test Error rate is  11.8421052632
Running  544 Iterations, The Training Error rate is  3.8  and the Test Error rate is  11.8421052632
Running  545 Iterations, The Training Error rate is  3.75  and the Test Error rate is  11.8421052632
Running  546 Iterations, The Training Error rate is  3.7  and the Test Error rate is  11.8421052632
Running  547 Iterations, The Training Error rate is  3.65  and the Test Error rate is  11.8421052632
Running  548 Iterations, The Training Error rate is  3.6  and the Test Error rate is  11.8421052632
Running  549 Iterations, The Training Error rate is  3.55  and the Test Error rate is  11.8421052632
Running  550 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  551 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  552 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  553 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  554 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  555 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  556 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  557 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  558 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  559 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  560 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  561 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  562 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  563 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  564 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  565 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  566 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  567 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  568 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  569 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  570 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  571 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  572 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  573 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  574 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  575 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  576 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  577 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  578 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  579 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  580 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  581 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  582 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  583 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  584 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  585 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  586 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  587 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  588 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  589 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  590 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  591 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  592 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  593 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  594 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  595 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  596 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  597 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  598 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  599 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  600 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  601 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  602 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  603 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  604 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  605 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  606 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  607 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  608 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  609 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  610 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  611 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  612 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  613 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  614 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  615 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  616 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  617 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  618 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  619 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  620 Iterations, The Training Error rate is  3.5  and the Test Error rate is  11.8421052632
Running  621 Iterations, The Training Error rate is  3.45  and the Test Error rate is  11.8421052632
Running  622 Iterations, The Training Error rate is  3.4  and the Test Error rate is  11.8421052632
Running  623 Iterations, The Training Error rate is  3.35  and the Test Error rate is  11.8421052632
Running  624 Iterations, The Training Error rate is  3.3  and the Test Error rate is  11.8421052632
Running  625 Iterations, The Training Error rate is  3.25  and the Test Error rate is  11.8421052632
Running  626 Iterations, The Training Error rate is  3.2  and the Test Error rate is  11.8421052632
Running  627 Iterations, The Training Error rate is  3.15  and the Test Error rate is  11.8421052632
Running  628 Iterations, The Training Error rate is  3.1  and the Test Error rate is  11.8421052632
Running  629 Iterations, The Training Error rate is  3.05  and the Test Error rate is  11.8421052632
Running  630 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  631 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  632 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  633 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  634 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  635 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  636 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  637 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  638 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  639 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  640 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  641 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  642 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  643 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  644 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  645 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  646 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  647 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  648 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  649 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  650 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  651 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  652 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  653 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  654 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  655 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  656 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  657 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  658 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  659 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  660 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  661 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  662 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  663 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  664 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  665 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  666 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  667 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  668 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  669 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  670 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  671 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  672 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  673 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  674 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  675 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  676 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  677 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  678 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  679 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  680 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  681 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  682 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  683 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  684 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  685 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  686 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  687 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  688 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  689 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  690 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  691 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  692 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  693 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  694 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  695 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  696 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  697 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  698 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  699 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  700 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  701 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  702 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  703 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  704 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  705 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  706 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  707 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  708 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  709 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  710 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  711 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  712 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  713 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  714 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  715 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  716 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  717 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  718 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  719 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  720 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  721 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  722 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  723 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  724 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  725 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  726 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  727 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  728 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  729 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  730 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  731 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  732 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632
Running  733 Iterations, The Training Error rate is  3.0  and the Test Error rate is  11.8421052632


 "VOILA!!!!!!!!!  ZERO ERROR NOW FULLY CLASSIFIED"
Running  734 Iterations, The Error rate is  0
In [18]:
%config InlineBackend.figure_format = 'retina'
ax = plt.subplots()[1]
ax.plot(list(range(0,8000,100)),[err for i,err in enumerate(trainErrorRates) if i%100 == 0], 'r',label = "trainErrorRates")
ax.plot(list(range(0,8000,100)),[err for i,err in enumerate(testErrorRates) if i%100 == 0], 'g', label = "testErrorRates")
legend = ax.legend()
plt.title("Error rates for raw data in Averaged weights Perceptron", fontsize=14)
plt.xlabel("Number of Iterations")
plt.ylabel("Error rate")
plt.show();
In [19]:
%config InlineBackend.figure_format = 'retina'
ax = plt.subplots()[1]
ax.plot(list(range(0,8000,100)),[err for i,err in enumerate(trainErrorRatesL1Norm) if i%100 == 0], 'r',label = "trainErrorRates")
ax.plot(list(range(0,8000,100)),[err for i,err in enumerate(testErrorRatesL1Norm) if i%100 == 0], 'g', label = "testErrorRates")
legend = ax.legend()
plt.title("Error rates for l1Normalized in Averaged weights Perceptron", fontsize=14)
plt.xlabel("Number of Iterations")
plt.ylabel("Error rate")
plt.show();
In [20]:
%config InlineBackend.figure_format = 'retina'
ax = plt.subplots()[1]
ax.plot(list(range(0,8000,100)),[err for i,err in enumerate(trainErrorRatesL2Norm) if i%100 == 0], 'r',label = "trainErrorRates")
ax.plot(list(range(0,8000,100)),[err for i,err in enumerate(testErrorRatesL2Norm) if i%100 == 0], 'g', label = "testErrorRates")
legend = ax.legend()
plt.title("Error rates for l2Normalized in Averaged weights Perceptron", fontsize=14)
plt.xlabel("Number of Iterations")
plt.ylabel("Error rate")
plt.show();

1.5 The two versions of the perceptron differ very much. The key issue with perceptron is that it counts later points more than it counts earlier points. The averaged perceptron performance with the l2normalized data is very good and it achieves the convergence within 800 iterations. The advantage of average perceptron is that we can simply maintain a running sum of the average weight vector and average bias. The averaged perceptron is almost always better than the perceptron, in the sense that it generalizes better to the data. However, it doesnot free us from having to do early stopping. We only stop when we have 0 training error.

2. Gradient descent/ascent algorithm for logistic regression.

2.1 Lets run logistic regression on the data

In [10]:
def sigmoid(x):
    return 1.0/(1.0+np.exp(-1.0*x))

def trainErrorRate(train_data, train_labels,weights,bias):
    
    sum = 0
    for i in range(num_of_samples):
        h = sigmoid(np.dot(train_data[i], weights)+bias)
        if h == 0:
            h = 0.00001
        if h == 1:
            h = 0.99999
        y = train_labels[i]
        sum += -(y*np.log(h)+(1-y)*np.log(1-h))
        
    return sum/num_of_samples

def testErrorRate(test_data, test_labels,weights,bias):
    
    sum = 0
    for i in range(test_data.shape[0]):
        h = sigmoid(np.dot(test_data[i], weights)+bias)
        if h == 0:
            h = 0.00001
        if h == 1:
            h = 0.99999
        y = test_labels[i]
        sum += -(y*np.log(h)+(1-y)*np.log(1-h))
        
    return sum/num_of_samples

def preprocessLabels(labels):
    for i in range(len(labels)):
        if labels[i] < 0:
            labels[i] = 0
        
        

def trainWeights(train_data, train_labels, test_data, test_labels, eta):
    
    weights = np.random.randn(num_of_features)
    bias = 0
    deltaW = np.zeros(weights.shape)
    deltaB = 0
    delta = np.zeros(train_data.shape[0])
    lambdaa = 0.003
    iterations = 1000
    trainErrorRates = np.zeros(iterations)
    testErrorRates = np.zeros(iterations)
    
    t=0
    while(t <iterations):

        deltaW*=0
        deltaB=0
        delta*=0
        for i in range(num_of_samples):
            delta[i] = train_labels[i] - sigmoid(np.dot(train_data[i], weights)+bias)
        deltaW = np.dot(train_data.T,delta)
        weights += eta*deltaW + (-1*lambdaa*weights)
        bias += eta*np.sum(delta) + (-1*lambdaa*bias)
        
        trainErrorRates[t] = trainError = trainErrorRate(train_data, train_labels,weights,bias)
        testErrorRates[t] = testError = testErrorRate(test_data, test_labels,weights,bias)
        print("Running ",t,"Iterations, The Training Error rate is {:.2f}, and the Test Error rate is {:.2f}".\
                      format(trainError*100,testError*100))
        t+=1
    return trainErrorRates,testErrorRates
In [22]:
eta = 0.01
preprocessLabels(label_test)
preprocessLabels(label_train)
trainErrorRates,testErrorRates = trainWeights(feature_train, label_train, feature_test, label_test, eta)
Running  0 Iterations, The Training Error rate is 133.76, and the Test Error rate is 42.80
Running  1 Iterations, The Training Error rate is 108.89, and the Test Error rate is 36.61
Running  2 Iterations, The Training Error rate is 92.03, and the Test Error rate is 32.60
Running  3 Iterations, The Training Error rate is 79.61, and the Test Error rate is 29.92
Running  4 Iterations, The Training Error rate is 70.04, and the Test Error rate is 27.85
Running  5 Iterations, The Training Error rate is 62.68, and the Test Error rate is 26.21
Running  6 Iterations, The Training Error rate is 57.05, and the Test Error rate is 24.92
Running  7 Iterations, The Training Error rate is 52.65, and the Test Error rate is 23.88
Running  8 Iterations, The Training Error rate is 49.10, and the Test Error rate is 23.04
Running  9 Iterations, The Training Error rate is 46.19, and the Test Error rate is 22.33
Running  10 Iterations, The Training Error rate is 43.76, and the Test Error rate is 21.74
Running  11 Iterations, The Training Error rate is 41.71, and the Test Error rate is 21.22
Running  12 Iterations, The Training Error rate is 39.96, and the Test Error rate is 20.78
Running  13 Iterations, The Training Error rate is 38.47, and the Test Error rate is 20.39
Running  14 Iterations, The Training Error rate is 37.19, and the Test Error rate is 20.04
Running  15 Iterations, The Training Error rate is 36.07, and the Test Error rate is 19.73
Running  16 Iterations, The Training Error rate is 35.09, and the Test Error rate is 19.45
Running  17 Iterations, The Training Error rate is 34.23, and the Test Error rate is 19.20
Running  18 Iterations, The Training Error rate is 33.45, and the Test Error rate is 18.96
Running  19 Iterations, The Training Error rate is 32.76, and the Test Error rate is 18.75
Running  20 Iterations, The Training Error rate is 32.12, and the Test Error rate is 18.55
Running  21 Iterations, The Training Error rate is 31.54, and the Test Error rate is 18.37
Running  22 Iterations, The Training Error rate is 31.01, and the Test Error rate is 18.20
Running  23 Iterations, The Training Error rate is 30.52, and the Test Error rate is 18.04
Running  24 Iterations, The Training Error rate is 30.06, and the Test Error rate is 17.89
Running  25 Iterations, The Training Error rate is 29.63, and the Test Error rate is 17.76
Running  26 Iterations, The Training Error rate is 29.23, and the Test Error rate is 17.63
Running  27 Iterations, The Training Error rate is 28.85, and the Test Error rate is 17.51
Running  28 Iterations, The Training Error rate is 28.49, and the Test Error rate is 17.40
Running  29 Iterations, The Training Error rate is 28.15, and the Test Error rate is 17.30
Running  30 Iterations, The Training Error rate is 27.83, and the Test Error rate is 17.20
Running  31 Iterations, The Training Error rate is 27.53, and the Test Error rate is 17.11
Running  32 Iterations, The Training Error rate is 27.24, and the Test Error rate is 17.03
Running  33 Iterations, The Training Error rate is 26.96, and the Test Error rate is 16.95
Running  34 Iterations, The Training Error rate is 26.70, and the Test Error rate is 16.88
Running  35 Iterations, The Training Error rate is 26.45, and the Test Error rate is 16.81
Running  36 Iterations, The Training Error rate is 26.20, and the Test Error rate is 16.75
Running  37 Iterations, The Training Error rate is 25.97, and the Test Error rate is 16.69
Running  38 Iterations, The Training Error rate is 25.75, and the Test Error rate is 16.64
Running  39 Iterations, The Training Error rate is 25.54, and the Test Error rate is 16.60
Running  40 Iterations, The Training Error rate is 25.33, and the Test Error rate is 16.55
Running  41 Iterations, The Training Error rate is 25.13, and the Test Error rate is 16.52
Running  42 Iterations, The Training Error rate is 24.94, and the Test Error rate is 16.48
Running  43 Iterations, The Training Error rate is 24.76, and the Test Error rate is 16.45
Running  44 Iterations, The Training Error rate is 24.59, and the Test Error rate is 16.42
Running  45 Iterations, The Training Error rate is 24.42, and the Test Error rate is 16.40
Running  46 Iterations, The Training Error rate is 24.25, and the Test Error rate is 16.38
Running  47 Iterations, The Training Error rate is 24.10, and the Test Error rate is 16.36
Running  48 Iterations, The Training Error rate is 23.94, and the Test Error rate is 16.35
Running  49 Iterations, The Training Error rate is 23.80, and the Test Error rate is 16.33
Running  50 Iterations, The Training Error rate is 23.65, and the Test Error rate is 16.32
Running  51 Iterations, The Training Error rate is 23.52, and the Test Error rate is 16.31
Running  52 Iterations, The Training Error rate is 23.38, and the Test Error rate is 16.31
Running  53 Iterations, The Training Error rate is 23.25, and the Test Error rate is 16.30
Running  54 Iterations, The Training Error rate is 23.13, and the Test Error rate is 16.30
Running  55 Iterations, The Training Error rate is 23.01, and the Test Error rate is 16.30
Running  56 Iterations, The Training Error rate is 22.89, and the Test Error rate is 16.30
Running  57 Iterations, The Training Error rate is 22.78, and the Test Error rate is 16.30
Running  58 Iterations, The Training Error rate is 22.67, and the Test Error rate is 16.31
Running  59 Iterations, The Training Error rate is 22.56, and the Test Error rate is 16.31
Running  60 Iterations, The Training Error rate is 22.46, and the Test Error rate is 16.32
Running  61 Iterations, The Training Error rate is 22.36, and the Test Error rate is 16.33
Running  62 Iterations, The Training Error rate is 22.26, and the Test Error rate is 16.33
Running  63 Iterations, The Training Error rate is 22.16, and the Test Error rate is 16.34
Running  64 Iterations, The Training Error rate is 22.07, and the Test Error rate is 16.35
Running  65 Iterations, The Training Error rate is 21.98, and the Test Error rate is 16.36
Running  66 Iterations, The Training Error rate is 21.89, and the Test Error rate is 16.37
Running  67 Iterations, The Training Error rate is 21.81, and the Test Error rate is 16.38
Running  68 Iterations, The Training Error rate is 21.72, and the Test Error rate is 16.39
Running  69 Iterations, The Training Error rate is 21.64, and the Test Error rate is 16.41
Running  70 Iterations, The Training Error rate is 21.56, and the Test Error rate is 16.42
Running  71 Iterations, The Training Error rate is 21.49, and the Test Error rate is 16.43
Running  72 Iterations, The Training Error rate is 21.41, and the Test Error rate is 16.45
Running  73 Iterations, The Training Error rate is 21.34, and the Test Error rate is 16.46
Running  74 Iterations, The Training Error rate is 21.27, and the Test Error rate is 16.47
Running  75 Iterations, The Training Error rate is 21.20, and the Test Error rate is 16.49
Running  76 Iterations, The Training Error rate is 21.13, and the Test Error rate is 16.50
Running  77 Iterations, The Training Error rate is 21.06, and the Test Error rate is 16.52
Running  78 Iterations, The Training Error rate is 21.00, and the Test Error rate is 16.53
Running  79 Iterations, The Training Error rate is 20.94, and the Test Error rate is 16.55
Running  80 Iterations, The Training Error rate is 20.87, and the Test Error rate is 16.56
Running  81 Iterations, The Training Error rate is 20.81, and the Test Error rate is 16.58
Running  82 Iterations, The Training Error rate is 20.76, and the Test Error rate is 16.59
Running  83 Iterations, The Training Error rate is 20.70, and the Test Error rate is 16.61
Running  84 Iterations, The Training Error rate is 20.64, and the Test Error rate is 16.62
Running  85 Iterations, The Training Error rate is 20.59, and the Test Error rate is 16.64
Running  86 Iterations, The Training Error rate is 20.53, and the Test Error rate is 16.65
Running  87 Iterations, The Training Error rate is 20.48, and the Test Error rate is 16.67
Running  88 Iterations, The Training Error rate is 20.43, and the Test Error rate is 16.68
Running  89 Iterations, The Training Error rate is 20.38, and the Test Error rate is 16.70
Running  90 Iterations, The Training Error rate is 20.33, and the Test Error rate is 16.71
Running  91 Iterations, The Training Error rate is 20.28, and the Test Error rate is 16.73
Running  92 Iterations, The Training Error rate is 20.23, and the Test Error rate is 16.74
Running  93 Iterations, The Training Error rate is 20.18, and the Test Error rate is 16.76
Running  94 Iterations, The Training Error rate is 20.14, and the Test Error rate is 16.77
Running  95 Iterations, The Training Error rate is 20.09, and the Test Error rate is 16.79
Running  96 Iterations, The Training Error rate is 20.05, and the Test Error rate is 16.80
Running  97 Iterations, The Training Error rate is 20.00, and the Test Error rate is 16.82
Running  98 Iterations, The Training Error rate is 19.96, and the Test Error rate is 16.83
Running  99 Iterations, The Training Error rate is 19.92, and the Test Error rate is 16.85
Running  100 Iterations, The Training Error rate is 19.88, and the Test Error rate is 16.86
Running  101 Iterations, The Training Error rate is 19.84, and the Test Error rate is 16.88
Running  102 Iterations, The Training Error rate is 19.80, and the Test Error rate is 16.89
Running  103 Iterations, The Training Error rate is 19.76, and the Test Error rate is 16.91
Running  104 Iterations, The Training Error rate is 19.72, and the Test Error rate is 16.92
Running  105 Iterations, The Training Error rate is 19.68, and the Test Error rate is 16.94
Running  106 Iterations, The Training Error rate is 19.65, and the Test Error rate is 16.95
Running  107 Iterations, The Training Error rate is 19.61, and the Test Error rate is 16.97
Running  108 Iterations, The Training Error rate is 19.57, and the Test Error rate is 16.98
Running  109 Iterations, The Training Error rate is 19.54, and the Test Error rate is 17.00
Running  110 Iterations, The Training Error rate is 19.50, and the Test Error rate is 17.01
Running  111 Iterations, The Training Error rate is 19.47, and the Test Error rate is 17.03
Running  112 Iterations, The Training Error rate is 19.44, and the Test Error rate is 17.04
Running  113 Iterations, The Training Error rate is 19.40, and the Test Error rate is 17.05
Running  114 Iterations, The Training Error rate is 19.37, and the Test Error rate is 17.07
Running  115 Iterations, The Training Error rate is 19.34, and the Test Error rate is 17.08
Running  116 Iterations, The Training Error rate is 19.31, and the Test Error rate is 17.10
Running  117 Iterations, The Training Error rate is 19.28, and the Test Error rate is 17.11
Running  118 Iterations, The Training Error rate is 19.25, and the Test Error rate is 17.12
Running  119 Iterations, The Training Error rate is 19.22, and the Test Error rate is 17.14
Running  120 Iterations, The Training Error rate is 19.19, and the Test Error rate is 17.15
Running  121 Iterations, The Training Error rate is 19.16, and the Test Error rate is 17.16
Running  122 Iterations, The Training Error rate is 19.13, and the Test Error rate is 17.18
Running  123 Iterations, The Training Error rate is 19.10, and the Test Error rate is 17.19
Running  124 Iterations, The Training Error rate is 19.07, and the Test Error rate is 17.20
Running  125 Iterations, The Training Error rate is 19.04, and the Test Error rate is 17.22
Running  126 Iterations, The Training Error rate is 19.02, and the Test Error rate is 17.23
Running  127 Iterations, The Training Error rate is 18.99, and the Test Error rate is 17.24
Running  128 Iterations, The Training Error rate is 18.96, and the Test Error rate is 17.26
Running  129 Iterations, The Training Error rate is 18.94, and the Test Error rate is 17.27
Running  130 Iterations, The Training Error rate is 18.91, and the Test Error rate is 17.28
Running  131 Iterations, The Training Error rate is 18.89, and the Test Error rate is 17.29
Running  132 Iterations, The Training Error rate is 18.86, and the Test Error rate is 17.31
Running  133 Iterations, The Training Error rate is 18.84, and the Test Error rate is 17.32
Running  134 Iterations, The Training Error rate is 18.81, and the Test Error rate is 17.33
Running  135 Iterations, The Training Error rate is 18.79, and the Test Error rate is 17.34
Running  136 Iterations, The Training Error rate is 18.76, and the Test Error rate is 17.36
Running  137 Iterations, The Training Error rate is 18.74, and the Test Error rate is 17.37
Running  138 Iterations, The Training Error rate is 18.72, and the Test Error rate is 17.38
Running  139 Iterations, The Training Error rate is 18.70, and the Test Error rate is 17.39
Running  140 Iterations, The Training Error rate is 18.67, and the Test Error rate is 17.41
Running  141 Iterations, The Training Error rate is 18.65, and the Test Error rate is 17.42
Running  142 Iterations, The Training Error rate is 18.63, and the Test Error rate is 17.43
Running  143 Iterations, The Training Error rate is 18.61, and the Test Error rate is 17.44
Running  144 Iterations, The Training Error rate is 18.59, and the Test Error rate is 17.45
Running  145 Iterations, The Training Error rate is 18.56, and the Test Error rate is 17.47
Running  146 Iterations, The Training Error rate is 18.54, and the Test Error rate is 17.48
Running  147 Iterations, The Training Error rate is 18.52, and the Test Error rate is 17.49
Running  148 Iterations, The Training Error rate is 18.50, and the Test Error rate is 17.50
Running  149 Iterations, The Training Error rate is 18.48, and the Test Error rate is 17.51
Running  150 Iterations, The Training Error rate is 18.46, and the Test Error rate is 17.52
Running  151 Iterations, The Training Error rate is 18.44, and the Test Error rate is 17.54
Running  152 Iterations, The Training Error rate is 18.42, and the Test Error rate is 17.55
Running  153 Iterations, The Training Error rate is 18.40, and the Test Error rate is 17.56
Running  154 Iterations, The Training Error rate is 18.38, and the Test Error rate is 17.57
Running  155 Iterations, The Training Error rate is 18.37, and the Test Error rate is 17.58
Running  156 Iterations, The Training Error rate is 18.35, and the Test Error rate is 17.59
Running  157 Iterations, The Training Error rate is 18.33, and the Test Error rate is 17.60
Running  158 Iterations, The Training Error rate is 18.31, and the Test Error rate is 17.61
Running  159 Iterations, The Training Error rate is 18.29, and the Test Error rate is 17.63
Running  160 Iterations, The Training Error rate is 18.27, and the Test Error rate is 17.64
Running  161 Iterations, The Training Error rate is 18.26, and the Test Error rate is 17.65
Running  162 Iterations, The Training Error rate is 18.24, and the Test Error rate is 17.66
Running  163 Iterations, The Training Error rate is 18.22, and the Test Error rate is 17.67
Running  164 Iterations, The Training Error rate is 18.21, and the Test Error rate is 17.68
Running  165 Iterations, The Training Error rate is 18.19, and the Test Error rate is 17.69
Running  166 Iterations, The Training Error rate is 18.17, and the Test Error rate is 17.70
Running  167 Iterations, The Training Error rate is 18.16, and the Test Error rate is 17.71
Running  168 Iterations, The Training Error rate is 18.14, and the Test Error rate is 17.72
Running  169 Iterations, The Training Error rate is 18.12, and the Test Error rate is 17.73
Running  170 Iterations, The Training Error rate is 18.11, and the Test Error rate is 17.74
Running  171 Iterations, The Training Error rate is 18.09, and the Test Error rate is 17.75
Running  172 Iterations, The Training Error rate is 18.08, and the Test Error rate is 17.76
Running  173 Iterations, The Training Error rate is 18.06, and the Test Error rate is 17.77
Running  174 Iterations, The Training Error rate is 18.04, and the Test Error rate is 17.79
Running  175 Iterations, The Training Error rate is 18.03, and the Test Error rate is 17.80
Running  176 Iterations, The Training Error rate is 18.01, and the Test Error rate is 17.81
Running  177 Iterations, The Training Error rate is 18.00, and the Test Error rate is 17.82
Running  178 Iterations, The Training Error rate is 17.99, and the Test Error rate is 17.83
Running  179 Iterations, The Training Error rate is 17.97, and the Test Error rate is 17.84
Running  180 Iterations, The Training Error rate is 17.96, and the Test Error rate is 17.85
Running  181 Iterations, The Training Error rate is 17.94, and the Test Error rate is 17.86
Running  182 Iterations, The Training Error rate is 17.93, and the Test Error rate is 17.87
Running  183 Iterations, The Training Error rate is 17.91, and the Test Error rate is 17.88
Running  184 Iterations, The Training Error rate is 17.90, and the Test Error rate is 17.88
Running  185 Iterations, The Training Error rate is 17.89, and the Test Error rate is 17.89
Running  186 Iterations, The Training Error rate is 17.87, and the Test Error rate is 17.90
Running  187 Iterations, The Training Error rate is 17.86, and the Test Error rate is 17.91
Running  188 Iterations, The Training Error rate is 17.85, and the Test Error rate is 17.92
Running  189 Iterations, The Training Error rate is 17.83, and the Test Error rate is 17.93
Running  190 Iterations, The Training Error rate is 17.82, and the Test Error rate is 17.94
Running  191 Iterations, The Training Error rate is 17.81, and the Test Error rate is 17.95
Running  192 Iterations, The Training Error rate is 17.79, and the Test Error rate is 17.96
Running  193 Iterations, The Training Error rate is 17.78, and the Test Error rate is 17.97
Running  194 Iterations, The Training Error rate is 17.77, and the Test Error rate is 17.98
Running  195 Iterations, The Training Error rate is 17.76, and the Test Error rate is 17.99
Running  196 Iterations, The Training Error rate is 17.74, and the Test Error rate is 18.00
Running  197 Iterations, The Training Error rate is 17.73, and the Test Error rate is 18.01
Running  198 Iterations, The Training Error rate is 17.72, and the Test Error rate is 18.02
Running  199 Iterations, The Training Error rate is 17.71, and the Test Error rate is 18.03
Running  200 Iterations, The Training Error rate is 17.70, and the Test Error rate is 18.04
Running  201 Iterations, The Training Error rate is 17.68, and the Test Error rate is 18.04
Running  202 Iterations, The Training Error rate is 17.67, and the Test Error rate is 18.05
Running  203 Iterations, The Training Error rate is 17.66, and the Test Error rate is 18.06
Running  204 Iterations, The Training Error rate is 17.65, and the Test Error rate is 18.07
Running  205 Iterations, The Training Error rate is 17.64, and the Test Error rate is 18.08
Running  206 Iterations, The Training Error rate is 17.63, and the Test Error rate is 18.09
Running  207 Iterations, The Training Error rate is 17.62, and the Test Error rate is 18.10
Running  208 Iterations, The Training Error rate is 17.61, and the Test Error rate is 18.11
Running  209 Iterations, The Training Error rate is 17.59, and the Test Error rate is 18.12
Running  210 Iterations, The Training Error rate is 17.58, and the Test Error rate is 18.12
Running  211 Iterations, The Training Error rate is 17.57, and the Test Error rate is 18.13
Running  212 Iterations, The Training Error rate is 17.56, and the Test Error rate is 18.14
Running  213 Iterations, The Training Error rate is 17.55, and the Test Error rate is 18.15
Running  214 Iterations, The Training Error rate is 17.54, and the Test Error rate is 18.16
Running  215 Iterations, The Training Error rate is 17.53, and the Test Error rate is 18.17
Running  216 Iterations, The Training Error rate is 17.52, and the Test Error rate is 18.17
Running  217 Iterations, The Training Error rate is 17.51, and the Test Error rate is 18.18
Running  218 Iterations, The Training Error rate is 17.50, and the Test Error rate is 18.19
Running  219 Iterations, The Training Error rate is 17.49, and the Test Error rate is 18.20
Running  220 Iterations, The Training Error rate is 17.48, and the Test Error rate is 18.21
Running  221 Iterations, The Training Error rate is 17.47, and the Test Error rate is 18.22
Running  222 Iterations, The Training Error rate is 17.46, and the Test Error rate is 18.22
Running  223 Iterations, The Training Error rate is 17.45, and the Test Error rate is 18.23
Running  224 Iterations, The Training Error rate is 17.44, and the Test Error rate is 18.24
Running  225 Iterations, The Training Error rate is 17.43, and the Test Error rate is 18.25
Running  226 Iterations, The Training Error rate is 17.42, and the Test Error rate is 18.26
Running  227 Iterations, The Training Error rate is 17.41, and the Test Error rate is 18.27
Running  228 Iterations, The Training Error rate is 17.41, and the Test Error rate is 18.27
Running  229 Iterations, The Training Error rate is 17.40, and the Test Error rate is 18.28
Running  230 Iterations, The Training Error rate is 17.39, and the Test Error rate is 18.29
Running  231 Iterations, The Training Error rate is 17.38, and the Test Error rate is 18.30
Running  232 Iterations, The Training Error rate is 17.37, and the Test Error rate is 18.30
Running  233 Iterations, The Training Error rate is 17.36, and the Test Error rate is 18.31
Running  234 Iterations, The Training Error rate is 17.35, and the Test Error rate is 18.32
Running  235 Iterations, The Training Error rate is 17.34, and the Test Error rate is 18.33
Running  236 Iterations, The Training Error rate is 17.33, and the Test Error rate is 18.34
Running  237 Iterations, The Training Error rate is 17.33, and the Test Error rate is 18.34
Running  238 Iterations, The Training Error rate is 17.32, and the Test Error rate is 18.35
Running  239 Iterations, The Training Error rate is 17.31, and the Test Error rate is 18.36
Running  240 Iterations, The Training Error rate is 17.30, and the Test Error rate is 18.37
Running  241 Iterations, The Training Error rate is 17.29, and the Test Error rate is 18.37
Running  242 Iterations, The Training Error rate is 17.28, and the Test Error rate is 18.38
Running  243 Iterations, The Training Error rate is 17.28, and the Test Error rate is 18.39
Running  244 Iterations, The Training Error rate is 17.27, and the Test Error rate is 18.40
Running  245 Iterations, The Training Error rate is 17.26, and the Test Error rate is 18.40
Running  246 Iterations, The Training Error rate is 17.25, and the Test Error rate is 18.41
Running  247 Iterations, The Training Error rate is 17.25, and the Test Error rate is 18.42
Running  248 Iterations, The Training Error rate is 17.24, and the Test Error rate is 18.43
Running  249 Iterations, The Training Error rate is 17.23, and the Test Error rate is 18.43
Running  250 Iterations, The Training Error rate is 17.22, and the Test Error rate is 18.44
Running  251 Iterations, The Training Error rate is 17.21, and the Test Error rate is 18.45
Running  252 Iterations, The Training Error rate is 17.21, and the Test Error rate is 18.45
Running  253 Iterations, The Training Error rate is 17.20, and the Test Error rate is 18.46
Running  254 Iterations, The Training Error rate is 17.19, and the Test Error rate is 18.47
Running  255 Iterations, The Training Error rate is 17.18, and the Test Error rate is 18.48
Running  256 Iterations, The Training Error rate is 17.18, and the Test Error rate is 18.48
Running  257 Iterations, The Training Error rate is 17.17, and the Test Error rate is 18.49
Running  258 Iterations, The Training Error rate is 17.16, and the Test Error rate is 18.50
Running  259 Iterations, The Training Error rate is 17.16, and the Test Error rate is 18.50
Running  260 Iterations, The Training Error rate is 17.15, and the Test Error rate is 18.51
Running  261 Iterations, The Training Error rate is 17.14, and the Test Error rate is 18.52
Running  262 Iterations, The Training Error rate is 17.14, and the Test Error rate is 18.53
Running  263 Iterations, The Training Error rate is 17.13, and the Test Error rate is 18.53
Running  264 Iterations, The Training Error rate is 17.12, and the Test Error rate is 18.54
Running  265 Iterations, The Training Error rate is 17.11, and the Test Error rate is 18.55
Running  266 Iterations, The Training Error rate is 17.11, and the Test Error rate is 18.55
Running  267 Iterations, The Training Error rate is 17.10, and the Test Error rate is 18.56
Running  268 Iterations, The Training Error rate is 17.09, and the Test Error rate is 18.57
Running  269 Iterations, The Training Error rate is 17.09, and the Test Error rate is 18.57
Running  270 Iterations, The Training Error rate is 17.08, and the Test Error rate is 18.58
Running  271 Iterations, The Training Error rate is 17.08, and the Test Error rate is 18.59
Running  272 Iterations, The Training Error rate is 17.07, and the Test Error rate is 18.59
Running  273 Iterations, The Training Error rate is 17.06, and the Test Error rate is 18.60
Running  274 Iterations, The Training Error rate is 17.06, and the Test Error rate is 18.61
Running  275 Iterations, The Training Error rate is 17.05, and the Test Error rate is 18.61
Running  276 Iterations, The Training Error rate is 17.04, and the Test Error rate is 18.62
Running  277 Iterations, The Training Error rate is 17.04, and the Test Error rate is 18.62
Running  278 Iterations, The Training Error rate is 17.03, and the Test Error rate is 18.63
Running  279 Iterations, The Training Error rate is 17.03, and the Test Error rate is 18.64
Running  280 Iterations, The Training Error rate is 17.02, and the Test Error rate is 18.64
Running  281 Iterations, The Training Error rate is 17.01, and the Test Error rate is 18.65
Running  282 Iterations, The Training Error rate is 17.01, and the Test Error rate is 18.66
Running  283 Iterations, The Training Error rate is 17.00, and the Test Error rate is 18.66
Running  284 Iterations, The Training Error rate is 17.00, and the Test Error rate is 18.67
Running  285 Iterations, The Training Error rate is 16.99, and the Test Error rate is 18.68
Running  286 Iterations, The Training Error rate is 16.98, and the Test Error rate is 18.68
Running  287 Iterations, The Training Error rate is 16.98, and the Test Error rate is 18.69
Running  288 Iterations, The Training Error rate is 16.97, and the Test Error rate is 18.69
Running  289 Iterations, The Training Error rate is 16.97, and the Test Error rate is 18.70
Running  290 Iterations, The Training Error rate is 16.96, and the Test Error rate is 18.71
Running  291 Iterations, The Training Error rate is 16.96, and the Test Error rate is 18.71
Running  292 Iterations, The Training Error rate is 16.95, and the Test Error rate is 18.72
Running  293 Iterations, The Training Error rate is 16.95, and the Test Error rate is 18.72
Running  294 Iterations, The Training Error rate is 16.94, and the Test Error rate is 18.73
Running  295 Iterations, The Training Error rate is 16.93, and the Test Error rate is 18.74
Running  296 Iterations, The Training Error rate is 16.93, and the Test Error rate is 18.74
Running  297 Iterations, The Training Error rate is 16.92, and the Test Error rate is 18.75
Running  298 Iterations, The Training Error rate is 16.92, and the Test Error rate is 18.75
Running  299 Iterations, The Training Error rate is 16.91, and the Test Error rate is 18.76
Running  300 Iterations, The Training Error rate is 16.91, and the Test Error rate is 18.77
Running  301 Iterations, The Training Error rate is 16.90, and the Test Error rate is 18.77
Running  302 Iterations, The Training Error rate is 16.90, and the Test Error rate is 18.78
Running  303 Iterations, The Training Error rate is 16.89, and the Test Error rate is 18.78
Running  304 Iterations, The Training Error rate is 16.89, and the Test Error rate is 18.79
Running  305 Iterations, The Training Error rate is 16.88, and the Test Error rate is 18.79
Running  306 Iterations, The Training Error rate is 16.88, and the Test Error rate is 18.80
Running  307 Iterations, The Training Error rate is 16.87, and the Test Error rate is 18.81
Running  308 Iterations, The Training Error rate is 16.87, and the Test Error rate is 18.81
Running  309 Iterations, The Training Error rate is 16.86, and the Test Error rate is 18.82
Running  310 Iterations, The Training Error rate is 16.86, and the Test Error rate is 18.82
Running  311 Iterations, The Training Error rate is 16.85, and the Test Error rate is 18.83
Running  312 Iterations, The Training Error rate is 16.85, and the Test Error rate is 18.83
Running  313 Iterations, The Training Error rate is 16.84, and the Test Error rate is 18.84
Running  314 Iterations, The Training Error rate is 16.84, and the Test Error rate is 18.84
Running  315 Iterations, The Training Error rate is 16.84, and the Test Error rate is 18.85
Running  316 Iterations, The Training Error rate is 16.83, and the Test Error rate is 18.86
Running  317 Iterations, The Training Error rate is 16.83, and the Test Error rate is 18.86
Running  318 Iterations, The Training Error rate is 16.82, and the Test Error rate is 18.87
Running  319 Iterations, The Training Error rate is 16.82, and the Test Error rate is 18.87
Running  320 Iterations, The Training Error rate is 16.81, and the Test Error rate is 18.88
Running  321 Iterations, The Training Error rate is 16.81, and the Test Error rate is 18.88
Running  322 Iterations, The Training Error rate is 16.80, and the Test Error rate is 18.89
Running  323 Iterations, The Training Error rate is 16.80, and the Test Error rate is 18.89
Running  324 Iterations, The Training Error rate is 16.80, and the Test Error rate is 18.90
Running  325 Iterations, The Training Error rate is 16.79, and the Test Error rate is 18.90
Running  326 Iterations, The Training Error rate is 16.79, and the Test Error rate is 18.91
Running  327 Iterations, The Training Error rate is 16.78, and the Test Error rate is 18.91
Running  328 Iterations, The Training Error rate is 16.78, and the Test Error rate is 18.92
Running  329 Iterations, The Training Error rate is 16.77, and the Test Error rate is 18.92
Running  330 Iterations, The Training Error rate is 16.77, and the Test Error rate is 18.93
Running  331 Iterations, The Training Error rate is 16.77, and the Test Error rate is 18.93
Running  332 Iterations, The Training Error rate is 16.76, and the Test Error rate is 18.94
Running  333 Iterations, The Training Error rate is 16.76, and the Test Error rate is 18.94
Running  334 Iterations, The Training Error rate is 16.75, and the Test Error rate is 18.95
Running  335 Iterations, The Training Error rate is 16.75, and the Test Error rate is 18.95
Running  336 Iterations, The Training Error rate is 16.75, and the Test Error rate is 18.96
Running  337 Iterations, The Training Error rate is 16.74, and the Test Error rate is 18.96
Running  338 Iterations, The Training Error rate is 16.74, and the Test Error rate is 18.97
Running  339 Iterations, The Training Error rate is 16.73, and the Test Error rate is 18.97
Running  340 Iterations, The Training Error rate is 16.73, and the Test Error rate is 18.98
Running  341 Iterations, The Training Error rate is 16.73, and the Test Error rate is 18.98
Running  342 Iterations, The Training Error rate is 16.72, and the Test Error rate is 18.99
Running  343 Iterations, The Training Error rate is 16.72, and the Test Error rate is 18.99
Running  344 Iterations, The Training Error rate is 16.72, and the Test Error rate is 19.00
Running  345 Iterations, The Training Error rate is 16.71, and the Test Error rate is 19.00
Running  346 Iterations, The Training Error rate is 16.71, and the Test Error rate is 19.01
Running  347 Iterations, The Training Error rate is 16.70, and the Test Error rate is 19.01
Running  348 Iterations, The Training Error rate is 16.70, and the Test Error rate is 19.02
Running  349 Iterations, The Training Error rate is 16.70, and the Test Error rate is 19.02
Running  350 Iterations, The Training Error rate is 16.69, and the Test Error rate is 19.03
Running  351 Iterations, The Training Error rate is 16.69, and the Test Error rate is 19.03
Running  352 Iterations, The Training Error rate is 16.69, and the Test Error rate is 19.04
Running  353 Iterations, The Training Error rate is 16.68, and the Test Error rate is 19.04
Running  354 Iterations, The Training Error rate is 16.68, and the Test Error rate is 19.04
Running  355 Iterations, The Training Error rate is 16.68, and the Test Error rate is 19.05
Running  356 Iterations, The Training Error rate is 16.67, and the Test Error rate is 19.05
Running  357 Iterations, The Training Error rate is 16.67, and the Test Error rate is 19.06
Running  358 Iterations, The Training Error rate is 16.67, and the Test Error rate is 19.06
Running  359 Iterations, The Training Error rate is 16.66, and the Test Error rate is 19.07
Running  360 Iterations, The Training Error rate is 16.66, and the Test Error rate is 19.07
Running  361 Iterations, The Training Error rate is 16.66, and the Test Error rate is 19.08
Running  362 Iterations, The Training Error rate is 16.65, and the Test Error rate is 19.08
Running  363 Iterations, The Training Error rate is 16.65, and the Test Error rate is 19.08
Running  364 Iterations, The Training Error rate is 16.65, and the Test Error rate is 19.09
Running  365 Iterations, The Training Error rate is 16.64, and the Test Error rate is 19.09
Running  366 Iterations, The Training Error rate is 16.64, and the Test Error rate is 19.10
Running  367 Iterations, The Training Error rate is 16.64, and the Test Error rate is 19.10
Running  368 Iterations, The Training Error rate is 16.63, and the Test Error rate is 19.11
Running  369 Iterations, The Training Error rate is 16.63, and the Test Error rate is 19.11
Running  370 Iterations, The Training Error rate is 16.63, and the Test Error rate is 19.11
Running  371 Iterations, The Training Error rate is 16.62, and the Test Error rate is 19.12
Running  372 Iterations, The Training Error rate is 16.62, and the Test Error rate is 19.12
Running  373 Iterations, The Training Error rate is 16.62, and the Test Error rate is 19.13
Running  374 Iterations, The Training Error rate is 16.61, and the Test Error rate is 19.13
Running  375 Iterations, The Training Error rate is 16.61, and the Test Error rate is 19.14
Running  376 Iterations, The Training Error rate is 16.61, and the Test Error rate is 19.14
Running  377 Iterations, The Training Error rate is 16.61, and the Test Error rate is 19.14
Running  378 Iterations, The Training Error rate is 16.60, and the Test Error rate is 19.15
Running  379 Iterations, The Training Error rate is 16.60, and the Test Error rate is 19.15
Running  380 Iterations, The Training Error rate is 16.60, and the Test Error rate is 19.16
Running  381 Iterations, The Training Error rate is 16.59, and the Test Error rate is 19.16
Running  382 Iterations, The Training Error rate is 16.59, and the Test Error rate is 19.16
Running  383 Iterations, The Training Error rate is 16.59, and the Test Error rate is 19.17
Running  384 Iterations, The Training Error rate is 16.58, and the Test Error rate is 19.17
Running  385 Iterations, The Training Error rate is 16.58, and the Test Error rate is 19.18
Running  386 Iterations, The Training Error rate is 16.58, and the Test Error rate is 19.18
Running  387 Iterations, The Training Error rate is 16.58, and the Test Error rate is 19.18
Running  388 Iterations, The Training Error rate is 16.57, and the Test Error rate is 19.19
Running  389 Iterations, The Training Error rate is 16.57, and the Test Error rate is 19.19
Running  390 Iterations, The Training Error rate is 16.57, and the Test Error rate is 19.20
Running  391 Iterations, The Training Error rate is 16.57, and the Test Error rate is 19.20
Running  392 Iterations, The Training Error rate is 16.56, and the Test Error rate is 19.20
Running  393 Iterations, The Training Error rate is 16.56, and the Test Error rate is 19.21
Running  394 Iterations, The Training Error rate is 16.56, and the Test Error rate is 19.21
Running  395 Iterations, The Training Error rate is 16.55, and the Test Error rate is 19.21
Running  396 Iterations, The Training Error rate is 16.55, and the Test Error rate is 19.22
Running  397 Iterations, The Training Error rate is 16.55, and the Test Error rate is 19.22
Running  398 Iterations, The Training Error rate is 16.55, and the Test Error rate is 19.23
Running  399 Iterations, The Training Error rate is 16.54, and the Test Error rate is 19.23
Running  400 Iterations, The Training Error rate is 16.54, and the Test Error rate is 19.23
Running  401 Iterations, The Training Error rate is 16.54, and the Test Error rate is 19.24
Running  402 Iterations, The Training Error rate is 16.54, and the Test Error rate is 19.24
Running  403 Iterations, The Training Error rate is 16.53, and the Test Error rate is 19.24
Running  404 Iterations, The Training Error rate is 16.53, and the Test Error rate is 19.25
Running  405 Iterations, The Training Error rate is 16.53, and the Test Error rate is 19.25
Running  406 Iterations, The Training Error rate is 16.53, and the Test Error rate is 19.26
Running  407 Iterations, The Training Error rate is 16.52, and the Test Error rate is 19.26
Running  408 Iterations, The Training Error rate is 16.52, and the Test Error rate is 19.26
Running  409 Iterations, The Training Error rate is 16.52, and the Test Error rate is 19.27
Running  410 Iterations, The Training Error rate is 16.52, and the Test Error rate is 19.27
Running  411 Iterations, The Training Error rate is 16.51, and the Test Error rate is 19.27
Running  412 Iterations, The Training Error rate is 16.51, and the Test Error rate is 19.28
Running  413 Iterations, The Training Error rate is 16.51, and the Test Error rate is 19.28
Running  414 Iterations, The Training Error rate is 16.51, and the Test Error rate is 19.28
Running  415 Iterations, The Training Error rate is 16.51, and the Test Error rate is 19.29
Running  416 Iterations, The Training Error rate is 16.50, and the Test Error rate is 19.29
Running  417 Iterations, The Training Error rate is 16.50, and the Test Error rate is 19.29
Running  418 Iterations, The Training Error rate is 16.50, and the Test Error rate is 19.30
Running  419 Iterations, The Training Error rate is 16.50, and the Test Error rate is 19.30
Running  420 Iterations, The Training Error rate is 16.49, and the Test Error rate is 19.30
Running  421 Iterations, The Training Error rate is 16.49, and the Test Error rate is 19.31
Running  422 Iterations, The Training Error rate is 16.49, and the Test Error rate is 19.31
Running  423 Iterations, The Training Error rate is 16.49, and the Test Error rate is 19.31
Running  424 Iterations, The Training Error rate is 16.49, and the Test Error rate is 19.32
Running  425 Iterations, The Training Error rate is 16.48, and the Test Error rate is 19.32
Running  426 Iterations, The Training Error rate is 16.48, and the Test Error rate is 19.32
Running  427 Iterations, The Training Error rate is 16.48, and the Test Error rate is 19.33
Running  428 Iterations, The Training Error rate is 16.48, and the Test Error rate is 19.33
Running  429 Iterations, The Training Error rate is 16.47, and the Test Error rate is 19.33
Running  430 Iterations, The Training Error rate is 16.47, and the Test Error rate is 19.34
Running  431 Iterations, The Training Error rate is 16.47, and the Test Error rate is 19.34
Running  432 Iterations, The Training Error rate is 16.47, and the Test Error rate is 19.34
Running  433 Iterations, The Training Error rate is 16.47, and the Test Error rate is 19.35
Running  434 Iterations, The Training Error rate is 16.46, and the Test Error rate is 19.35
Running  435 Iterations, The Training Error rate is 16.46, and the Test Error rate is 19.35
Running  436 Iterations, The Training Error rate is 16.46, and the Test Error rate is 19.36
Running  437 Iterations, The Training Error rate is 16.46, and the Test Error rate is 19.36
Running  438 Iterations, The Training Error rate is 16.46, and the Test Error rate is 19.36
Running  439 Iterations, The Training Error rate is 16.45, and the Test Error rate is 19.37
Running  440 Iterations, The Training Error rate is 16.45, and the Test Error rate is 19.37
Running  441 Iterations, The Training Error rate is 16.45, and the Test Error rate is 19.37
Running  442 Iterations, The Training Error rate is 16.45, and the Test Error rate is 19.38
Running  443 Iterations, The Training Error rate is 16.45, and the Test Error rate is 19.38
Running  444 Iterations, The Training Error rate is 16.44, and the Test Error rate is 19.38
Running  445 Iterations, The Training Error rate is 16.44, and the Test Error rate is 19.38
Running  446 Iterations, The Training Error rate is 16.44, and the Test Error rate is 19.39
Running  447 Iterations, The Training Error rate is 16.44, and the Test Error rate is 19.39
Running  448 Iterations, The Training Error rate is 16.44, and the Test Error rate is 19.39
Running  449 Iterations, The Training Error rate is 16.43, and the Test Error rate is 19.40
Running  450 Iterations, The Training Error rate is 16.43, and the Test Error rate is 19.40
Running  451 Iterations, The Training Error rate is 16.43, and the Test Error rate is 19.40
Running  452 Iterations, The Training Error rate is 16.43, and the Test Error rate is 19.41
Running  453 Iterations, The Training Error rate is 16.43, and the Test Error rate is 19.41
Running  454 Iterations, The Training Error rate is 16.43, and the Test Error rate is 19.41
Running  455 Iterations, The Training Error rate is 16.42, and the Test Error rate is 19.41
Running  456 Iterations, The Training Error rate is 16.42, and the Test Error rate is 19.42
Running  457 Iterations, The Training Error rate is 16.42, and the Test Error rate is 19.42
Running  458 Iterations, The Training Error rate is 16.42, and the Test Error rate is 19.42
Running  459 Iterations, The Training Error rate is 16.42, and the Test Error rate is 19.43
Running  460 Iterations, The Training Error rate is 16.41, and the Test Error rate is 19.43
Running  461 Iterations, The Training Error rate is 16.41, and the Test Error rate is 19.43
Running  462 Iterations, The Training Error rate is 16.41, and the Test Error rate is 19.43
Running  463 Iterations, The Training Error rate is 16.41, and the Test Error rate is 19.44
Running  464 Iterations, The Training Error rate is 16.41, and the Test Error rate is 19.44
Running  465 Iterations, The Training Error rate is 16.41, and the Test Error rate is 19.44
Running  466 Iterations, The Training Error rate is 16.40, and the Test Error rate is 19.44
Running  467 Iterations, The Training Error rate is 16.40, and the Test Error rate is 19.45
Running  468 Iterations, The Training Error rate is 16.40, and the Test Error rate is 19.45
Running  469 Iterations, The Training Error rate is 16.40, and the Test Error rate is 19.45
Running  470 Iterations, The Training Error rate is 16.40, and the Test Error rate is 19.46
Running  471 Iterations, The Training Error rate is 16.40, and the Test Error rate is 19.46
Running  472 Iterations, The Training Error rate is 16.39, and the Test Error rate is 19.46
Running  473 Iterations, The Training Error rate is 16.39, and the Test Error rate is 19.46
Running  474 Iterations, The Training Error rate is 16.39, and the Test Error rate is 19.47
Running  475 Iterations, The Training Error rate is 16.39, and the Test Error rate is 19.47
Running  476 Iterations, The Training Error rate is 16.39, and the Test Error rate is 19.47
Running  477 Iterations, The Training Error rate is 16.39, and the Test Error rate is 19.47
Running  478 Iterations, The Training Error rate is 16.39, and the Test Error rate is 19.48
Running  479 Iterations, The Training Error rate is 16.38, and the Test Error rate is 19.48
Running  480 Iterations, The Training Error rate is 16.38, and the Test Error rate is 19.48
Running  481 Iterations, The Training Error rate is 16.38, and the Test Error rate is 19.48
Running  482 Iterations, The Training Error rate is 16.38, and the Test Error rate is 19.49
Running  483 Iterations, The Training Error rate is 16.38, and the Test Error rate is 19.49
Running  484 Iterations, The Training Error rate is 16.38, and the Test Error rate is 19.49
Running  485 Iterations, The Training Error rate is 16.37, and the Test Error rate is 19.49
Running  486 Iterations, The Training Error rate is 16.37, and the Test Error rate is 19.50
Running  487 Iterations, The Training Error rate is 16.37, and the Test Error rate is 19.50
Running  488 Iterations, The Training Error rate is 16.37, and the Test Error rate is 19.50
Running  489 Iterations, The Training Error rate is 16.37, and the Test Error rate is 19.50
Running  490 Iterations, The Training Error rate is 16.37, and the Test Error rate is 19.51
Running  491 Iterations, The Training Error rate is 16.37, and the Test Error rate is 19.51
Running  492 Iterations, The Training Error rate is 16.36, and the Test Error rate is 19.51
Running  493 Iterations, The Training Error rate is 16.36, and the Test Error rate is 19.51
Running  494 Iterations, The Training Error rate is 16.36, and the Test Error rate is 19.52
Running  495 Iterations, The Training Error rate is 16.36, and the Test Error rate is 19.52
Running  496 Iterations, The Training Error rate is 16.36, and the Test Error rate is 19.52
Running  497 Iterations, The Training Error rate is 16.36, and the Test Error rate is 19.52
Running  498 Iterations, The Training Error rate is 16.36, and the Test Error rate is 19.53
Running  499 Iterations, The Training Error rate is 16.35, and the Test Error rate is 19.53
Running  500 Iterations, The Training Error rate is 16.35, and the Test Error rate is 19.53
Running  501 Iterations, The Training Error rate is 16.35, and the Test Error rate is 19.53
Running  502 Iterations, The Training Error rate is 16.35, and the Test Error rate is 19.54
Running  503 Iterations, The Training Error rate is 16.35, and the Test Error rate is 19.54
Running  504 Iterations, The Training Error rate is 16.35, and the Test Error rate is 19.54
Running  505 Iterations, The Training Error rate is 16.35, and the Test Error rate is 19.54
Running  506 Iterations, The Training Error rate is 16.35, and the Test Error rate is 19.54
Running  507 Iterations, The Training Error rate is 16.34, and the Test Error rate is 19.55
Running  508 Iterations, The Training Error rate is 16.34, and the Test Error rate is 19.55
Running  509 Iterations, The Training Error rate is 16.34, and the Test Error rate is 19.55
Running  510 Iterations, The Training Error rate is 16.34, and the Test Error rate is 19.55
Running  511 Iterations, The Training Error rate is 16.34, and the Test Error rate is 19.56
Running  512 Iterations, The Training Error rate is 16.34, and the Test Error rate is 19.56
Running  513 Iterations, The Training Error rate is 16.34, and the Test Error rate is 19.56
Running  514 Iterations, The Training Error rate is 16.34, and the Test Error rate is 19.56
Running  515 Iterations, The Training Error rate is 16.33, and the Test Error rate is 19.56
Running  516 Iterations, The Training Error rate is 16.33, and the Test Error rate is 19.57
Running  517 Iterations, The Training Error rate is 16.33, and the Test Error rate is 19.57
Running  518 Iterations, The Training Error rate is 16.33, and the Test Error rate is 19.57
Running  519 Iterations, The Training Error rate is 16.33, and the Test Error rate is 19.57
Running  520 Iterations, The Training Error rate is 16.33, and the Test Error rate is 19.57
Running  521 Iterations, The Training Error rate is 16.33, and the Test Error rate is 19.58
Running  522 Iterations, The Training Error rate is 16.33, and the Test Error rate is 19.58
Running  523 Iterations, The Training Error rate is 16.32, and the Test Error rate is 19.58
Running  524 Iterations, The Training Error rate is 16.32, and the Test Error rate is 19.58
Running  525 Iterations, The Training Error rate is 16.32, and the Test Error rate is 19.59
Running  526 Iterations, The Training Error rate is 16.32, and the Test Error rate is 19.59
Running  527 Iterations, The Training Error rate is 16.32, and the Test Error rate is 19.59
Running  528 Iterations, The Training Error rate is 16.32, and the Test Error rate is 19.59
Running  529 Iterations, The Training Error rate is 16.32, and the Test Error rate is 19.59
Running  530 Iterations, The Training Error rate is 16.32, and the Test Error rate is 19.60
Running  531 Iterations, The Training Error rate is 16.32, and the Test Error rate is 19.60
Running  532 Iterations, The Training Error rate is 16.31, and the Test Error rate is 19.60
Running  533 Iterations, The Training Error rate is 16.31, and the Test Error rate is 19.60
Running  534 Iterations, The Training Error rate is 16.31, and the Test Error rate is 19.60
Running  535 Iterations, The Training Error rate is 16.31, and the Test Error rate is 19.61
Running  536 Iterations, The Training Error rate is 16.31, and the Test Error rate is 19.61
Running  537 Iterations, The Training Error rate is 16.31, and the Test Error rate is 19.61
Running  538 Iterations, The Training Error rate is 16.31, and the Test Error rate is 19.61
Running  539 Iterations, The Training Error rate is 16.31, and the Test Error rate is 19.61
Running  540 Iterations, The Training Error rate is 16.31, and the Test Error rate is 19.62
Running  541 Iterations, The Training Error rate is 16.30, and the Test Error rate is 19.62
Running  542 Iterations, The Training Error rate is 16.30, and the Test Error rate is 19.62
Running  543 Iterations, The Training Error rate is 16.30, and the Test Error rate is 19.62
Running  544 Iterations, The Training Error rate is 16.30, and the Test Error rate is 19.62
Running  545 Iterations, The Training Error rate is 16.30, and the Test Error rate is 19.62
Running  546 Iterations, The Training Error rate is 16.30, and the Test Error rate is 19.63
Running  547 Iterations, The Training Error rate is 16.30, and the Test Error rate is 19.63
Running  548 Iterations, The Training Error rate is 16.30, and the Test Error rate is 19.63
Running  549 Iterations, The Training Error rate is 16.30, and the Test Error rate is 19.63
Running  550 Iterations, The Training Error rate is 16.29, and the Test Error rate is 19.63
Running  551 Iterations, The Training Error rate is 16.29, and the Test Error rate is 19.64
Running  552 Iterations, The Training Error rate is 16.29, and the Test Error rate is 19.64
Running  553 Iterations, The Training Error rate is 16.29, and the Test Error rate is 19.64
Running  554 Iterations, The Training Error rate is 16.29, and the Test Error rate is 19.64
Running  555 Iterations, The Training Error rate is 16.29, and the Test Error rate is 19.64
Running  556 Iterations, The Training Error rate is 16.29, and the Test Error rate is 19.65
Running  557 Iterations, The Training Error rate is 16.29, and the Test Error rate is 19.65
Running  558 Iterations, The Training Error rate is 16.29, and the Test Error rate is 19.65
Running  559 Iterations, The Training Error rate is 16.29, and the Test Error rate is 19.65
Running  560 Iterations, The Training Error rate is 16.28, and the Test Error rate is 19.65
Running  561 Iterations, The Training Error rate is 16.28, and the Test Error rate is 19.65
Running  562 Iterations, The Training Error rate is 16.28, and the Test Error rate is 19.66
Running  563 Iterations, The Training Error rate is 16.28, and the Test Error rate is 19.66
Running  564 Iterations, The Training Error rate is 16.28, and the Test Error rate is 19.66
Running  565 Iterations, The Training Error rate is 16.28, and the Test Error rate is 19.66
Running  566 Iterations, The Training Error rate is 16.28, and the Test Error rate is 19.66
Running  567 Iterations, The Training Error rate is 16.28, and the Test Error rate is 19.66
Running  568 Iterations, The Training Error rate is 16.28, and the Test Error rate is 19.67
Running  569 Iterations, The Training Error rate is 16.28, and the Test Error rate is 19.67
Running  570 Iterations, The Training Error rate is 16.28, and the Test Error rate is 19.67
Running  571 Iterations, The Training Error rate is 16.27, and the Test Error rate is 19.67
Running  572 Iterations, The Training Error rate is 16.27, and the Test Error rate is 19.67
Running  573 Iterations, The Training Error rate is 16.27, and the Test Error rate is 19.67
Running  574 Iterations, The Training Error rate is 16.27, and the Test Error rate is 19.68
Running  575 Iterations, The Training Error rate is 16.27, and the Test Error rate is 19.68
Running  576 Iterations, The Training Error rate is 16.27, and the Test Error rate is 19.68
Running  577 Iterations, The Training Error rate is 16.27, and the Test Error rate is 19.68
Running  578 Iterations, The Training Error rate is 16.27, and the Test Error rate is 19.68
Running  579 Iterations, The Training Error rate is 16.27, and the Test Error rate is 19.68
Running  580 Iterations, The Training Error rate is 16.27, and the Test Error rate is 19.69
Running  581 Iterations, The Training Error rate is 16.27, and the Test Error rate is 19.69
Running  582 Iterations, The Training Error rate is 16.27, and the Test Error rate is 19.69
Running  583 Iterations, The Training Error rate is 16.26, and the Test Error rate is 19.69
Running  584 Iterations, The Training Error rate is 16.26, and the Test Error rate is 19.69
Running  585 Iterations, The Training Error rate is 16.26, and the Test Error rate is 19.69
Running  586 Iterations, The Training Error rate is 16.26, and the Test Error rate is 19.70
Running  587 Iterations, The Training Error rate is 16.26, and the Test Error rate is 19.70
Running  588 Iterations, The Training Error rate is 16.26, and the Test Error rate is 19.70
Running  589 Iterations, The Training Error rate is 16.26, and the Test Error rate is 19.70
Running  590 Iterations, The Training Error rate is 16.26, and the Test Error rate is 19.70
Running  591 Iterations, The Training Error rate is 16.26, and the Test Error rate is 19.70
Running  592 Iterations, The Training Error rate is 16.26, and the Test Error rate is 19.70
Running  593 Iterations, The Training Error rate is 16.26, and the Test Error rate is 19.71
Running  594 Iterations, The Training Error rate is 16.26, and the Test Error rate is 19.71
Running  595 Iterations, The Training Error rate is 16.25, and the Test Error rate is 19.71
Running  596 Iterations, The Training Error rate is 16.25, and the Test Error rate is 19.71
Running  597 Iterations, The Training Error rate is 16.25, and the Test Error rate is 19.71
Running  598 Iterations, The Training Error rate is 16.25, and the Test Error rate is 19.71
Running  599 Iterations, The Training Error rate is 16.25, and the Test Error rate is 19.71
Running  600 Iterations, The Training Error rate is 16.25, and the Test Error rate is 19.72
Running  601 Iterations, The Training Error rate is 16.25, and the Test Error rate is 19.72
Running  602 Iterations, The Training Error rate is 16.25, and the Test Error rate is 19.72
Running  603 Iterations, The Training Error rate is 16.25, and the Test Error rate is 19.72
Running  604 Iterations, The Training Error rate is 16.25, and the Test Error rate is 19.72
Running  605 Iterations, The Training Error rate is 16.25, and the Test Error rate is 19.72
Running  606 Iterations, The Training Error rate is 16.25, and the Test Error rate is 19.72
Running  607 Iterations, The Training Error rate is 16.25, and the Test Error rate is 19.73
Running  608 Iterations, The Training Error rate is 16.25, and the Test Error rate is 19.73
Running  609 Iterations, The Training Error rate is 16.24, and the Test Error rate is 19.73
Running  610 Iterations, The Training Error rate is 16.24, and the Test Error rate is 19.73
Running  611 Iterations, The Training Error rate is 16.24, and the Test Error rate is 19.73
Running  612 Iterations, The Training Error rate is 16.24, and the Test Error rate is 19.73
Running  613 Iterations, The Training Error rate is 16.24, and the Test Error rate is 19.73
Running  614 Iterations, The Training Error rate is 16.24, and the Test Error rate is 19.74
Running  615 Iterations, The Training Error rate is 16.24, and the Test Error rate is 19.74
Running  616 Iterations, The Training Error rate is 16.24, and the Test Error rate is 19.74
Running  617 Iterations, The Training Error rate is 16.24, and the Test Error rate is 19.74
Running  618 Iterations, The Training Error rate is 16.24, and the Test Error rate is 19.74
Running  619 Iterations, The Training Error rate is 16.24, and the Test Error rate is 19.74
Running  620 Iterations, The Training Error rate is 16.24, and the Test Error rate is 19.74
Running  621 Iterations, The Training Error rate is 16.24, and the Test Error rate is 19.75
Running  622 Iterations, The Training Error rate is 16.24, and the Test Error rate is 19.75
Running  623 Iterations, The Training Error rate is 16.23, and the Test Error rate is 19.75
Running  624 Iterations, The Training Error rate is 16.23, and the Test Error rate is 19.75
Running  625 Iterations, The Training Error rate is 16.23, and the Test Error rate is 19.75
Running  626 Iterations, The Training Error rate is 16.23, and the Test Error rate is 19.75
Running  627 Iterations, The Training Error rate is 16.23, and the Test Error rate is 19.75
Running  628 Iterations, The Training Error rate is 16.23, and the Test Error rate is 19.75
Running  629 Iterations, The Training Error rate is 16.23, and the Test Error rate is 19.76
Running  630 Iterations, The Training Error rate is 16.23, and the Test Error rate is 19.76
Running  631 Iterations, The Training Error rate is 16.23, and the Test Error rate is 19.76
Running  632 Iterations, The Training Error rate is 16.23, and the Test Error rate is 19.76
Running  633 Iterations, The Training Error rate is 16.23, and the Test Error rate is 19.76
Running  634 Iterations, The Training Error rate is 16.23, and the Test Error rate is 19.76
Running  635 Iterations, The Training Error rate is 16.23, and the Test Error rate is 19.76
Running  636 Iterations, The Training Error rate is 16.23, and the Test Error rate is 19.76
Running  637 Iterations, The Training Error rate is 16.23, and the Test Error rate is 19.77
Running  638 Iterations, The Training Error rate is 16.23, and the Test Error rate is 19.77
Running  639 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.77
Running  640 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.77
Running  641 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.77
Running  642 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.77
Running  643 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.77
Running  644 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.77
Running  645 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.78
Running  646 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.78
Running  647 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.78
Running  648 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.78
Running  649 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.78
Running  650 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.78
Running  651 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.78
Running  652 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.78
Running  653 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.78
Running  654 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.79
Running  655 Iterations, The Training Error rate is 16.22, and the Test Error rate is 19.79
Running  656 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.79
Running  657 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.79
Running  658 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.79
Running  659 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.79
Running  660 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.79
Running  661 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.79
Running  662 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.79
Running  663 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.80
Running  664 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.80
Running  665 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.80
Running  666 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.80
Running  667 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.80
Running  668 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.80
Running  669 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.80
Running  670 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.80
Running  671 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.80
Running  672 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.81
Running  673 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.81
Running  674 Iterations, The Training Error rate is 16.21, and the Test Error rate is 19.81
Running  675 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.81
Running  676 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.81
Running  677 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.81
Running  678 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.81
Running  679 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.81
Running  680 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.81
Running  681 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.81
Running  682 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.82
Running  683 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.82
Running  684 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.82
Running  685 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.82
Running  686 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.82
Running  687 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.82
Running  688 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.82
Running  689 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.82
Running  690 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.82
Running  691 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.82
Running  692 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.82
Running  693 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.83
Running  694 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.83
Running  695 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.83
Running  696 Iterations, The Training Error rate is 16.20, and the Test Error rate is 19.83
Running  697 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.83
Running  698 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.83
Running  699 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.83
Running  700 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.83
Running  701 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.83
Running  702 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.83
Running  703 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.83
Running  704 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.84
Running  705 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.84
Running  706 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.84
Running  707 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.84
Running  708 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.84
Running  709 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.84
Running  710 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.84
Running  711 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.84
Running  712 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.84
Running  713 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.84
Running  714 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.84
Running  715 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.85
Running  716 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.85
Running  717 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.85
Running  718 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.85
Running  719 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.85
Running  720 Iterations, The Training Error rate is 16.19, and the Test Error rate is 19.85
Running  721 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.85
Running  722 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.85
Running  723 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.85
Running  724 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.85
Running  725 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.85
Running  726 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.85
Running  727 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.86
Running  728 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.86
Running  729 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.86
Running  730 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.86
Running  731 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.86
Running  732 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.86
Running  733 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.86
Running  734 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.86
Running  735 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.86
Running  736 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.86
Running  737 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.86
Running  738 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.86
Running  739 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.86
Running  740 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.87
Running  741 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.87
Running  742 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.87
Running  743 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.87
Running  744 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.87
Running  745 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.87
Running  746 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.87
Running  747 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.87
Running  748 Iterations, The Training Error rate is 16.18, and the Test Error rate is 19.87
Running  749 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.87
Running  750 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.87
Running  751 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.87
Running  752 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.87
Running  753 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.87
Running  754 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.88
Running  755 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.88
Running  756 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.88
Running  757 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.88
Running  758 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.88
Running  759 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.88
Running  760 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.88
Running  761 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.88
Running  762 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.88
Running  763 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.88
Running  764 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.88
Running  765 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.88
Running  766 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.88
Running  767 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.88
Running  768 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.88
Running  769 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.89
Running  770 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.89
Running  771 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.89
Running  772 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.89
Running  773 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.89
Running  774 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.89
Running  775 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.89
Running  776 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.89
Running  777 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.89
Running  778 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.89
Running  779 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.89
Running  780 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.89
Running  781 Iterations, The Training Error rate is 16.17, and the Test Error rate is 19.89
Running  782 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.89
Running  783 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.89
Running  784 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  785 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  786 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  787 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  788 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  789 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  790 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  791 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  792 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  793 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  794 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  795 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  796 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  797 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  798 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  799 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  800 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.90
Running  801 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  802 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  803 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  804 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  805 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  806 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  807 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  808 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  809 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  810 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  811 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  812 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  813 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  814 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  815 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  816 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  817 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  818 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  819 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.91
Running  820 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.92
Running  821 Iterations, The Training Error rate is 16.16, and the Test Error rate is 19.92
Running  822 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  823 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  824 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  825 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  826 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  827 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  828 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  829 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  830 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  831 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  832 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  833 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  834 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  835 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  836 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  837 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  838 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  839 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.92
Running  840 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  841 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  842 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  843 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  844 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  845 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  846 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  847 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  848 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  849 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  850 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  851 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  852 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  853 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  854 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  855 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  856 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  857 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  858 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  859 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  860 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  861 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  862 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.93
Running  863 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.94
Running  864 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.94
Running  865 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.94
Running  866 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.94
Running  867 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.94
Running  868 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.94
Running  869 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.94
Running  870 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.94
Running  871 Iterations, The Training Error rate is 16.15, and the Test Error rate is 19.94
Running  872 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.94
Running  873 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.94
Running  874 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.94
Running  875 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.94
Running  876 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.94
Running  877 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.94
Running  878 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.94
Running  879 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.94
Running  880 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.94
Running  881 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.94
Running  882 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.94
Running  883 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.94
Running  884 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.94
Running  885 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.94
Running  886 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.94
Running  887 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.94
Running  888 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  889 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  890 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  891 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  892 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  893 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  894 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  895 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  896 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  897 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  898 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  899 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  900 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  901 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  902 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  903 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  904 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  905 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  906 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  907 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  908 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  909 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  910 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  911 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  912 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  913 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  914 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  915 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.95
Running  916 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  917 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  918 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  919 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  920 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  921 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  922 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  923 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  924 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  925 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  926 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  927 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  928 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  929 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  930 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  931 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  932 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  933 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  934 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  935 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  936 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  937 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  938 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  939 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  940 Iterations, The Training Error rate is 16.14, and the Test Error rate is 19.96
Running  941 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.96
Running  942 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.96
Running  943 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.96
Running  944 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.96
Running  945 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.96
Running  946 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.96
Running  947 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.96
Running  948 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.96
Running  949 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  950 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  951 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  952 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  953 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  954 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  955 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  956 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  957 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  958 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  959 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  960 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  961 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  962 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  963 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  964 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  965 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  966 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  967 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  968 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  969 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  970 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  971 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  972 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  973 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  974 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  975 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  976 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  977 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  978 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  979 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  980 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  981 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  982 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  983 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  984 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  985 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  986 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.97
Running  987 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.98
Running  988 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.98
Running  989 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.98
Running  990 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.98
Running  991 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.98
Running  992 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.98
Running  993 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.98
Running  994 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.98
Running  995 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.98
Running  996 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.98
Running  997 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.98
Running  998 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.98
Running  999 Iterations, The Training Error rate is 16.13, and the Test Error rate is 19.98
In [23]:
trainErrorRatesL1Norm,testErrorRatesL1Norm = trainWeights(feature_train_l1Normalized, label_train, feature_test_l1Normalized, label_test, eta)
Running  0 Iterations, The Training Error rate is 67.11, and the Test Error rate is 24.48
Running  1 Iterations, The Training Error rate is 66.23, and the Test Error rate is 23.93
Running  2 Iterations, The Training Error rate is 65.93, and the Test Error rate is 23.71
Running  3 Iterations, The Training Error rate is 65.78, and the Test Error rate is 23.61
Running  4 Iterations, The Training Error rate is 65.67, and the Test Error rate is 23.55
Running  5 Iterations, The Training Error rate is 65.57, and the Test Error rate is 23.51
Running  6 Iterations, The Training Error rate is 65.48, and the Test Error rate is 23.47
Running  7 Iterations, The Training Error rate is 65.39, and the Test Error rate is 23.44
Running  8 Iterations, The Training Error rate is 65.30, and the Test Error rate is 23.42
Running  9 Iterations, The Training Error rate is 65.21, and the Test Error rate is 23.39
Running  10 Iterations, The Training Error rate is 65.12, and the Test Error rate is 23.37
Running  11 Iterations, The Training Error rate is 65.03, and the Test Error rate is 23.34
Running  12 Iterations, The Training Error rate is 64.95, and the Test Error rate is 23.32
Running  13 Iterations, The Training Error rate is 64.86, and the Test Error rate is 23.29
Running  14 Iterations, The Training Error rate is 64.77, and the Test Error rate is 23.27
Running  15 Iterations, The Training Error rate is 64.69, and the Test Error rate is 23.25
Running  16 Iterations, The Training Error rate is 64.60, and the Test Error rate is 23.22
Running  17 Iterations, The Training Error rate is 64.52, and the Test Error rate is 23.20
Running  18 Iterations, The Training Error rate is 64.43, and the Test Error rate is 23.18
Running  19 Iterations, The Training Error rate is 64.35, and the Test Error rate is 23.15
Running  20 Iterations, The Training Error rate is 64.27, and the Test Error rate is 23.13
Running  21 Iterations, The Training Error rate is 64.19, and the Test Error rate is 23.11
Running  22 Iterations, The Training Error rate is 64.10, and the Test Error rate is 23.09
Running  23 Iterations, The Training Error rate is 64.02, and the Test Error rate is 23.06
Running  24 Iterations, The Training Error rate is 63.94, and the Test Error rate is 23.04
Running  25 Iterations, The Training Error rate is 63.86, and the Test Error rate is 23.02
Running  26 Iterations, The Training Error rate is 63.78, and the Test Error rate is 23.00
Running  27 Iterations, The Training Error rate is 63.71, and the Test Error rate is 22.98
Running  28 Iterations, The Training Error rate is 63.63, and the Test Error rate is 22.95
Running  29 Iterations, The Training Error rate is 63.55, and the Test Error rate is 22.93
Running  30 Iterations, The Training Error rate is 63.47, and the Test Error rate is 22.91
Running  31 Iterations, The Training Error rate is 63.40, and the Test Error rate is 22.89
Running  32 Iterations, The Training Error rate is 63.32, and the Test Error rate is 22.87
Running  33 Iterations, The Training Error rate is 63.24, and the Test Error rate is 22.85
Running  34 Iterations, The Training Error rate is 63.17, and the Test Error rate is 22.83
Running  35 Iterations, The Training Error rate is 63.09, and the Test Error rate is 22.81
Running  36 Iterations, The Training Error rate is 63.02, and the Test Error rate is 22.79
Running  37 Iterations, The Training Error rate is 62.95, and the Test Error rate is 22.77
Running  38 Iterations, The Training Error rate is 62.87, and the Test Error rate is 22.75
Running  39 Iterations, The Training Error rate is 62.80, and the Test Error rate is 22.73
Running  40 Iterations, The Training Error rate is 62.73, and the Test Error rate is 22.71
Running  41 Iterations, The Training Error rate is 62.66, and the Test Error rate is 22.69
Running  42 Iterations, The Training Error rate is 62.59, and the Test Error rate is 22.67
Running  43 Iterations, The Training Error rate is 62.52, and the Test Error rate is 22.65
Running  44 Iterations, The Training Error rate is 62.45, and the Test Error rate is 22.63
Running  45 Iterations, The Training Error rate is 62.38, and the Test Error rate is 22.61
Running  46 Iterations, The Training Error rate is 62.31, and the Test Error rate is 22.59
Running  47 Iterations, The Training Error rate is 62.24, and the Test Error rate is 22.57
Running  48 Iterations, The Training Error rate is 62.17, and the Test Error rate is 22.56
Running  49 Iterations, The Training Error rate is 62.10, and the Test Error rate is 22.54
Running  50 Iterations, The Training Error rate is 62.04, and the Test Error rate is 22.52
Running  51 Iterations, The Training Error rate is 61.97, and the Test Error rate is 22.50
Running  52 Iterations, The Training Error rate is 61.90, and the Test Error rate is 22.48
Running  53 Iterations, The Training Error rate is 61.84, and the Test Error rate is 22.46
Running  54 Iterations, The Training Error rate is 61.77, and the Test Error rate is 22.45
Running  55 Iterations, The Training Error rate is 61.71, and the Test Error rate is 22.43
Running  56 Iterations, The Training Error rate is 61.64, and the Test Error rate is 22.41
Running  57 Iterations, The Training Error rate is 61.58, and the Test Error rate is 22.39
Running  58 Iterations, The Training Error rate is 61.51, and the Test Error rate is 22.38
Running  59 Iterations, The Training Error rate is 61.45, and the Test Error rate is 22.36
Running  60 Iterations, The Training Error rate is 61.39, and the Test Error rate is 22.34
Running  61 Iterations, The Training Error rate is 61.33, and the Test Error rate is 22.32
Running  62 Iterations, The Training Error rate is 61.26, and the Test Error rate is 22.31
Running  63 Iterations, The Training Error rate is 61.20, and the Test Error rate is 22.29
Running  64 Iterations, The Training Error rate is 61.14, and the Test Error rate is 22.27
Running  65 Iterations, The Training Error rate is 61.08, and the Test Error rate is 22.26
Running  66 Iterations, The Training Error rate is 61.02, and the Test Error rate is 22.24
Running  67 Iterations, The Training Error rate is 60.96, and the Test Error rate is 22.22
Running  68 Iterations, The Training Error rate is 60.90, and the Test Error rate is 22.21
Running  69 Iterations, The Training Error rate is 60.84, and the Test Error rate is 22.19
Running  70 Iterations, The Training Error rate is 60.78, and the Test Error rate is 22.17
Running  71 Iterations, The Training Error rate is 60.72, and the Test Error rate is 22.16
Running  72 Iterations, The Training Error rate is 60.66, and the Test Error rate is 22.14
Running  73 Iterations, The Training Error rate is 60.61, and the Test Error rate is 22.13
Running  74 Iterations, The Training Error rate is 60.55, and the Test Error rate is 22.11
Running  75 Iterations, The Training Error rate is 60.49, and the Test Error rate is 22.10
Running  76 Iterations, The Training Error rate is 60.44, and the Test Error rate is 22.08
Running  77 Iterations, The Training Error rate is 60.38, and the Test Error rate is 22.07
Running  78 Iterations, The Training Error rate is 60.32, and the Test Error rate is 22.05
Running  79 Iterations, The Training Error rate is 60.27, and the Test Error rate is 22.03
Running  80 Iterations, The Training Error rate is 60.21, and the Test Error rate is 22.02
Running  81 Iterations, The Training Error rate is 60.16, and the Test Error rate is 22.00
Running  82 Iterations, The Training Error rate is 60.10, and the Test Error rate is 21.99
Running  83 Iterations, The Training Error rate is 60.05, and the Test Error rate is 21.98
Running  84 Iterations, The Training Error rate is 60.00, and the Test Error rate is 21.96
Running  85 Iterations, The Training Error rate is 59.94, and the Test Error rate is 21.95
Running  86 Iterations, The Training Error rate is 59.89, and the Test Error rate is 21.93
Running  87 Iterations, The Training Error rate is 59.84, and the Test Error rate is 21.92
Running  88 Iterations, The Training Error rate is 59.78, and the Test Error rate is 21.90
Running  89 Iterations, The Training Error rate is 59.73, and the Test Error rate is 21.89
Running  90 Iterations, The Training Error rate is 59.68, and the Test Error rate is 21.87
Running  91 Iterations, The Training Error rate is 59.63, and the Test Error rate is 21.86
Running  92 Iterations, The Training Error rate is 59.58, and the Test Error rate is 21.85
Running  93 Iterations, The Training Error rate is 59.53, and the Test Error rate is 21.83
Running  94 Iterations, The Training Error rate is 59.48, and the Test Error rate is 21.82
Running  95 Iterations, The Training Error rate is 59.43, and the Test Error rate is 21.81
Running  96 Iterations, The Training Error rate is 59.38, and the Test Error rate is 21.79
Running  97 Iterations, The Training Error rate is 59.33, and the Test Error rate is 21.78
Running  98 Iterations, The Training Error rate is 59.28, and the Test Error rate is 21.76
Running  99 Iterations, The Training Error rate is 59.23, and the Test Error rate is 21.75
Running  100 Iterations, The Training Error rate is 59.18, and the Test Error rate is 21.74
Running  101 Iterations, The Training Error rate is 59.13, and the Test Error rate is 21.73
Running  102 Iterations, The Training Error rate is 59.08, and the Test Error rate is 21.71
Running  103 Iterations, The Training Error rate is 59.04, and the Test Error rate is 21.70
Running  104 Iterations, The Training Error rate is 58.99, and the Test Error rate is 21.69
Running  105 Iterations, The Training Error rate is 58.94, and the Test Error rate is 21.67
Running  106 Iterations, The Training Error rate is 58.90, and the Test Error rate is 21.66
Running  107 Iterations, The Training Error rate is 58.85, and the Test Error rate is 21.65
Running  108 Iterations, The Training Error rate is 58.80, and the Test Error rate is 21.64
Running  109 Iterations, The Training Error rate is 58.76, and the Test Error rate is 21.62
Running  110 Iterations, The Training Error rate is 58.71, and the Test Error rate is 21.61
Running  111 Iterations, The Training Error rate is 58.67, and the Test Error rate is 21.60
Running  112 Iterations, The Training Error rate is 58.62, and the Test Error rate is 21.59
Running  113 Iterations, The Training Error rate is 58.58, and the Test Error rate is 21.57
Running  114 Iterations, The Training Error rate is 58.53, and the Test Error rate is 21.56
Running  115 Iterations, The Training Error rate is 58.49, and the Test Error rate is 21.55
Running  116 Iterations, The Training Error rate is 58.44, and the Test Error rate is 21.54
Running  117 Iterations, The Training Error rate is 58.40, and the Test Error rate is 21.53
Running  118 Iterations, The Training Error rate is 58.36, and the Test Error rate is 21.51
Running  119 Iterations, The Training Error rate is 58.31, and the Test Error rate is 21.50
Running  120 Iterations, The Training Error rate is 58.27, and the Test Error rate is 21.49
Running  121 Iterations, The Training Error rate is 58.23, and the Test Error rate is 21.48
Running  122 Iterations, The Training Error rate is 58.18, and the Test Error rate is 21.47
Running  123 Iterations, The Training Error rate is 58.14, and the Test Error rate is 21.46
Running  124 Iterations, The Training Error rate is 58.10, and the Test Error rate is 21.44
Running  125 Iterations, The Training Error rate is 58.06, and the Test Error rate is 21.43
Running  126 Iterations, The Training Error rate is 58.02, and the Test Error rate is 21.42
Running  127 Iterations, The Training Error rate is 57.98, and the Test Error rate is 21.41
Running  128 Iterations, The Training Error rate is 57.93, and the Test Error rate is 21.40
Running  129 Iterations, The Training Error rate is 57.89, and the Test Error rate is 21.39
Running  130 Iterations, The Training Error rate is 57.85, and the Test Error rate is 21.38
Running  131 Iterations, The Training Error rate is 57.81, and the Test Error rate is 21.37
Running  132 Iterations, The Training Error rate is 57.77, and the Test Error rate is 21.36
Running  133 Iterations, The Training Error rate is 57.73, and the Test Error rate is 21.35
Running  134 Iterations, The Training Error rate is 57.69, and the Test Error rate is 21.33
Running  135 Iterations, The Training Error rate is 57.66, and the Test Error rate is 21.32
Running  136 Iterations, The Training Error rate is 57.62, and the Test Error rate is 21.31
Running  137 Iterations, The Training Error rate is 57.58, and the Test Error rate is 21.30
Running  138 Iterations, The Training Error rate is 57.54, and the Test Error rate is 21.29
Running  139 Iterations, The Training Error rate is 57.50, and the Test Error rate is 21.28
Running  140 Iterations, The Training Error rate is 57.46, and the Test Error rate is 21.27
Running  141 Iterations, The Training Error rate is 57.42, and the Test Error rate is 21.26
Running  142 Iterations, The Training Error rate is 57.39, and the Test Error rate is 21.25
Running  143 Iterations, The Training Error rate is 57.35, and the Test Error rate is 21.24
Running  144 Iterations, The Training Error rate is 57.31, and the Test Error rate is 21.23
Running  145 Iterations, The Training Error rate is 57.27, and the Test Error rate is 21.22
Running  146 Iterations, The Training Error rate is 57.24, and the Test Error rate is 21.21
Running  147 Iterations, The Training Error rate is 57.20, and the Test Error rate is 21.20
Running  148 Iterations, The Training Error rate is 57.17, and the Test Error rate is 21.19
Running  149 Iterations, The Training Error rate is 57.13, and the Test Error rate is 21.18
Running  150 Iterations, The Training Error rate is 57.09, and the Test Error rate is 21.17
Running  151 Iterations, The Training Error rate is 57.06, and the Test Error rate is 21.16
Running  152 Iterations, The Training Error rate is 57.02, and the Test Error rate is 21.15
Running  153 Iterations, The Training Error rate is 56.99, and the Test Error rate is 21.14
Running  154 Iterations, The Training Error rate is 56.95, and the Test Error rate is 21.13
Running  155 Iterations, The Training Error rate is 56.92, and the Test Error rate is 21.12
Running  156 Iterations, The Training Error rate is 56.88, and the Test Error rate is 21.12
Running  157 Iterations, The Training Error rate is 56.85, and the Test Error rate is 21.11
Running  158 Iterations, The Training Error rate is 56.81, and the Test Error rate is 21.10
Running  159 Iterations, The Training Error rate is 56.78, and the Test Error rate is 21.09
Running  160 Iterations, The Training Error rate is 56.74, and the Test Error rate is 21.08
Running  161 Iterations, The Training Error rate is 56.71, and the Test Error rate is 21.07
Running  162 Iterations, The Training Error rate is 56.68, and the Test Error rate is 21.06
Running  163 Iterations, The Training Error rate is 56.64, and the Test Error rate is 21.05
Running  164 Iterations, The Training Error rate is 56.61, and the Test Error rate is 21.04
Running  165 Iterations, The Training Error rate is 56.58, and the Test Error rate is 21.03
Running  166 Iterations, The Training Error rate is 56.54, and the Test Error rate is 21.02
Running  167 Iterations, The Training Error rate is 56.51, and the Test Error rate is 21.02
Running  168 Iterations, The Training Error rate is 56.48, and the Test Error rate is 21.01
Running  169 Iterations, The Training Error rate is 56.45, and the Test Error rate is 21.00
Running  170 Iterations, The Training Error rate is 56.42, and the Test Error rate is 20.99
Running  171 Iterations, The Training Error rate is 56.38, and the Test Error rate is 20.98
Running  172 Iterations, The Training Error rate is 56.35, and the Test Error rate is 20.97
Running  173 Iterations, The Training Error rate is 56.32, and the Test Error rate is 20.96
Running  174 Iterations, The Training Error rate is 56.29, and the Test Error rate is 20.96
Running  175 Iterations, The Training Error rate is 56.26, and the Test Error rate is 20.95
Running  176 Iterations, The Training Error rate is 56.23, and the Test Error rate is 20.94
Running  177 Iterations, The Training Error rate is 56.20, and the Test Error rate is 20.93
Running  178 Iterations, The Training Error rate is 56.16, and the Test Error rate is 20.92
Running  179 Iterations, The Training Error rate is 56.13, and the Test Error rate is 20.91
Running  180 Iterations, The Training Error rate is 56.10, and the Test Error rate is 20.91
Running  181 Iterations, The Training Error rate is 56.07, and the Test Error rate is 20.90
Running  182 Iterations, The Training Error rate is 56.04, and the Test Error rate is 20.89
Running  183 Iterations, The Training Error rate is 56.01, and the Test Error rate is 20.88
Running  184 Iterations, The Training Error rate is 55.98, and the Test Error rate is 20.87
Running  185 Iterations, The Training Error rate is 55.95, and the Test Error rate is 20.87
Running  186 Iterations, The Training Error rate is 55.93, and the Test Error rate is 20.86
Running  187 Iterations, The Training Error rate is 55.90, and the Test Error rate is 20.85
Running  188 Iterations, The Training Error rate is 55.87, and the Test Error rate is 20.84
Running  189 Iterations, The Training Error rate is 55.84, and the Test Error rate is 20.84
Running  190 Iterations, The Training Error rate is 55.81, and the Test Error rate is 20.83
Running  191 Iterations, The Training Error rate is 55.78, and the Test Error rate is 20.82
Running  192 Iterations, The Training Error rate is 55.75, and the Test Error rate is 20.81
Running  193 Iterations, The Training Error rate is 55.72, and the Test Error rate is 20.80
Running  194 Iterations, The Training Error rate is 55.70, and the Test Error rate is 20.80
Running  195 Iterations, The Training Error rate is 55.67, and the Test Error rate is 20.79
Running  196 Iterations, The Training Error rate is 55.64, and the Test Error rate is 20.78
Running  197 Iterations, The Training Error rate is 55.61, and the Test Error rate is 20.77
Running  198 Iterations, The Training Error rate is 55.59, and the Test Error rate is 20.77
Running  199 Iterations, The Training Error rate is 55.56, and the Test Error rate is 20.76
Running  200 Iterations, The Training Error rate is 55.53, and the Test Error rate is 20.75
Running  201 Iterations, The Training Error rate is 55.50, and the Test Error rate is 20.75
Running  202 Iterations, The Training Error rate is 55.48, and the Test Error rate is 20.74
Running  203 Iterations, The Training Error rate is 55.45, and the Test Error rate is 20.73
Running  204 Iterations, The Training Error rate is 55.42, and the Test Error rate is 20.72
Running  205 Iterations, The Training Error rate is 55.40, and the Test Error rate is 20.72
Running  206 Iterations, The Training Error rate is 55.37, and the Test Error rate is 20.71
Running  207 Iterations, The Training Error rate is 55.34, and the Test Error rate is 20.70
Running  208 Iterations, The Training Error rate is 55.32, and the Test Error rate is 20.70
Running  209 Iterations, The Training Error rate is 55.29, and the Test Error rate is 20.69
Running  210 Iterations, The Training Error rate is 55.27, and the Test Error rate is 20.68
Running  211 Iterations, The Training Error rate is 55.24, and the Test Error rate is 20.68
Running  212 Iterations, The Training Error rate is 55.22, and the Test Error rate is 20.67
Running  213 Iterations, The Training Error rate is 55.19, and the Test Error rate is 20.66
Running  214 Iterations, The Training Error rate is 55.16, and the Test Error rate is 20.66
Running  215 Iterations, The Training Error rate is 55.14, and the Test Error rate is 20.65
Running  216 Iterations, The Training Error rate is 55.11, and the Test Error rate is 20.64
Running  217 Iterations, The Training Error rate is 55.09, and the Test Error rate is 20.64
Running  218 Iterations, The Training Error rate is 55.07, and the Test Error rate is 20.63
Running  219 Iterations, The Training Error rate is 55.04, and the Test Error rate is 20.62
Running  220 Iterations, The Training Error rate is 55.02, and the Test Error rate is 20.62
Running  221 Iterations, The Training Error rate is 54.99, and the Test Error rate is 20.61
Running  222 Iterations, The Training Error rate is 54.97, and the Test Error rate is 20.60
Running  223 Iterations, The Training Error rate is 54.94, and the Test Error rate is 20.60
Running  224 Iterations, The Training Error rate is 54.92, and the Test Error rate is 20.59
Running  225 Iterations, The Training Error rate is 54.90, and the Test Error rate is 20.58
Running  226 Iterations, The Training Error rate is 54.87, and the Test Error rate is 20.58
Running  227 Iterations, The Training Error rate is 54.85, and the Test Error rate is 20.57
Running  228 Iterations, The Training Error rate is 54.83, and the Test Error rate is 20.56
Running  229 Iterations, The Training Error rate is 54.80, and the Test Error rate is 20.56
Running  230 Iterations, The Training Error rate is 54.78, and the Test Error rate is 20.55
Running  231 Iterations, The Training Error rate is 54.76, and the Test Error rate is 20.55
Running  232 Iterations, The Training Error rate is 54.73, and the Test Error rate is 20.54
Running  233 Iterations, The Training Error rate is 54.71, and the Test Error rate is 20.53
Running  234 Iterations, The Training Error rate is 54.69, and the Test Error rate is 20.53
Running  235 Iterations, The Training Error rate is 54.66, and the Test Error rate is 20.52
Running  236 Iterations, The Training Error rate is 54.64, and the Test Error rate is 20.52
Running  237 Iterations, The Training Error rate is 54.62, and the Test Error rate is 20.51
Running  238 Iterations, The Training Error rate is 54.60, and the Test Error rate is 20.50
Running  239 Iterations, The Training Error rate is 54.58, and the Test Error rate is 20.50
Running  240 Iterations, The Training Error rate is 54.55, and the Test Error rate is 20.49
Running  241 Iterations, The Training Error rate is 54.53, and the Test Error rate is 20.49
Running  242 Iterations, The Training Error rate is 54.51, and the Test Error rate is 20.48
Running  243 Iterations, The Training Error rate is 54.49, and the Test Error rate is 20.48
Running  244 Iterations, The Training Error rate is 54.47, and the Test Error rate is 20.47
Running  245 Iterations, The Training Error rate is 54.45, and the Test Error rate is 20.46
Running  246 Iterations, The Training Error rate is 54.42, and the Test Error rate is 20.46
Running  247 Iterations, The Training Error rate is 54.40, and the Test Error rate is 20.45
Running  248 Iterations, The Training Error rate is 54.38, and the Test Error rate is 20.45
Running  249 Iterations, The Training Error rate is 54.36, and the Test Error rate is 20.44
Running  250 Iterations, The Training Error rate is 54.34, and the Test Error rate is 20.44
Running  251 Iterations, The Training Error rate is 54.32, and the Test Error rate is 20.43
Running  252 Iterations, The Training Error rate is 54.30, and the Test Error rate is 20.43
Running  253 Iterations, The Training Error rate is 54.28, and the Test Error rate is 20.42
Running  254 Iterations, The Training Error rate is 54.26, and the Test Error rate is 20.41
Running  255 Iterations, The Training Error rate is 54.24, and the Test Error rate is 20.41
Running  256 Iterations, The Training Error rate is 54.22, and the Test Error rate is 20.40
Running  257 Iterations, The Training Error rate is 54.20, and the Test Error rate is 20.40
Running  258 Iterations, The Training Error rate is 54.18, and the Test Error rate is 20.39
Running  259 Iterations, The Training Error rate is 54.16, and the Test Error rate is 20.39
Running  260 Iterations, The Training Error rate is 54.14, and the Test Error rate is 20.38
Running  261 Iterations, The Training Error rate is 54.12, and the Test Error rate is 20.38
Running  262 Iterations, The Training Error rate is 54.10, and the Test Error rate is 20.37
Running  263 Iterations, The Training Error rate is 54.08, and the Test Error rate is 20.37
Running  264 Iterations, The Training Error rate is 54.06, and the Test Error rate is 20.36
Running  265 Iterations, The Training Error rate is 54.04, and the Test Error rate is 20.36
Running  266 Iterations, The Training Error rate is 54.02, and the Test Error rate is 20.35
Running  267 Iterations, The Training Error rate is 54.00, and the Test Error rate is 20.35
Running  268 Iterations, The Training Error rate is 53.98, and the Test Error rate is 20.34
Running  269 Iterations, The Training Error rate is 53.96, and the Test Error rate is 20.34
Running  270 Iterations, The Training Error rate is 53.94, and the Test Error rate is 20.33
Running  271 Iterations, The Training Error rate is 53.92, and the Test Error rate is 20.33
Running  272 Iterations, The Training Error rate is 53.91, and the Test Error rate is 20.32
Running  273 Iterations, The Training Error rate is 53.89, and the Test Error rate is 20.32
Running  274 Iterations, The Training Error rate is 53.87, and the Test Error rate is 20.31
Running  275 Iterations, The Training Error rate is 53.85, and the Test Error rate is 20.31
Running  276 Iterations, The Training Error rate is 53.83, and the Test Error rate is 20.30
Running  277 Iterations, The Training Error rate is 53.81, and the Test Error rate is 20.30
Running  278 Iterations, The Training Error rate is 53.80, and the Test Error rate is 20.29
Running  279 Iterations, The Training Error rate is 53.78, and the Test Error rate is 20.29
Running  280 Iterations, The Training Error rate is 53.76, and the Test Error rate is 20.28
Running  281 Iterations, The Training Error rate is 53.74, and the Test Error rate is 20.28
Running  282 Iterations, The Training Error rate is 53.72, and the Test Error rate is 20.27
Running  283 Iterations, The Training Error rate is 53.71, and the Test Error rate is 20.27
Running  284 Iterations, The Training Error rate is 53.69, and the Test Error rate is 20.26
Running  285 Iterations, The Training Error rate is 53.67, and the Test Error rate is 20.26
Running  286 Iterations, The Training Error rate is 53.65, and the Test Error rate is 20.26
Running  287 Iterations, The Training Error rate is 53.64, and the Test Error rate is 20.25
Running  288 Iterations, The Training Error rate is 53.62, and the Test Error rate is 20.25
Running  289 Iterations, The Training Error rate is 53.60, and the Test Error rate is 20.24
Running  290 Iterations, The Training Error rate is 53.58, and the Test Error rate is 20.24
Running  291 Iterations, The Training Error rate is 53.57, and the Test Error rate is 20.23
Running  292 Iterations, The Training Error rate is 53.55, and the Test Error rate is 20.23
Running  293 Iterations, The Training Error rate is 53.53, and the Test Error rate is 20.22
Running  294 Iterations, The Training Error rate is 53.52, and the Test Error rate is 20.22
Running  295 Iterations, The Training Error rate is 53.50, and the Test Error rate is 20.22
Running  296 Iterations, The Training Error rate is 53.48, and the Test Error rate is 20.21
Running  297 Iterations, The Training Error rate is 53.47, and the Test Error rate is 20.21
Running  298 Iterations, The Training Error rate is 53.45, and the Test Error rate is 20.20
Running  299 Iterations, The Training Error rate is 53.43, and the Test Error rate is 20.20
Running  300 Iterations, The Training Error rate is 53.42, and the Test Error rate is 20.19
Running  301 Iterations, The Training Error rate is 53.40, and the Test Error rate is 20.19
Running  302 Iterations, The Training Error rate is 53.39, and the Test Error rate is 20.19
Running  303 Iterations, The Training Error rate is 53.37, and the Test Error rate is 20.18
Running  304 Iterations, The Training Error rate is 53.35, and the Test Error rate is 20.18
Running  305 Iterations, The Training Error rate is 53.34, and the Test Error rate is 20.17
Running  306 Iterations, The Training Error rate is 53.32, and the Test Error rate is 20.17
Running  307 Iterations, The Training Error rate is 53.31, and the Test Error rate is 20.16
Running  308 Iterations, The Training Error rate is 53.29, and the Test Error rate is 20.16
Running  309 Iterations, The Training Error rate is 53.27, and the Test Error rate is 20.16
Running  310 Iterations, The Training Error rate is 53.26, and the Test Error rate is 20.15
Running  311 Iterations, The Training Error rate is 53.24, and the Test Error rate is 20.15
Running  312 Iterations, The Training Error rate is 53.23, and the Test Error rate is 20.14
Running  313 Iterations, The Training Error rate is 53.21, and the Test Error rate is 20.14
Running  314 Iterations, The Training Error rate is 53.20, and the Test Error rate is 20.14
Running  315 Iterations, The Training Error rate is 53.18, and the Test Error rate is 20.13
Running  316 Iterations, The Training Error rate is 53.17, and the Test Error rate is 20.13
Running  317 Iterations, The Training Error rate is 53.15, and the Test Error rate is 20.12
Running  318 Iterations, The Training Error rate is 53.14, and the Test Error rate is 20.12
Running  319 Iterations, The Training Error rate is 53.12, and the Test Error rate is 20.12
Running  320 Iterations, The Training Error rate is 53.11, and the Test Error rate is 20.11
Running  321 Iterations, The Training Error rate is 53.09, and the Test Error rate is 20.11
Running  322 Iterations, The Training Error rate is 53.08, and the Test Error rate is 20.11
Running  323 Iterations, The Training Error rate is 53.06, and the Test Error rate is 20.10
Running  324 Iterations, The Training Error rate is 53.05, and the Test Error rate is 20.10
Running  325 Iterations, The Training Error rate is 53.04, and the Test Error rate is 20.09
Running  326 Iterations, The Training Error rate is 53.02, and the Test Error rate is 20.09
Running  327 Iterations, The Training Error rate is 53.01, and the Test Error rate is 20.09
Running  328 Iterations, The Training Error rate is 52.99, and the Test Error rate is 20.08
Running  329 Iterations, The Training Error rate is 52.98, and the Test Error rate is 20.08
Running  330 Iterations, The Training Error rate is 52.96, and the Test Error rate is 20.08
Running  331 Iterations, The Training Error rate is 52.95, and the Test Error rate is 20.07
Running  332 Iterations, The Training Error rate is 52.94, and the Test Error rate is 20.07
Running  333 Iterations, The Training Error rate is 52.92, and the Test Error rate is 20.06
Running  334 Iterations, The Training Error rate is 52.91, and the Test Error rate is 20.06
Running  335 Iterations, The Training Error rate is 52.90, and the Test Error rate is 20.06
Running  336 Iterations, The Training Error rate is 52.88, and the Test Error rate is 20.05
Running  337 Iterations, The Training Error rate is 52.87, and the Test Error rate is 20.05
Running  338 Iterations, The Training Error rate is 52.85, and the Test Error rate is 20.05
Running  339 Iterations, The Training Error rate is 52.84, and the Test Error rate is 20.04
Running  340 Iterations, The Training Error rate is 52.83, and the Test Error rate is 20.04
Running  341 Iterations, The Training Error rate is 52.81, and the Test Error rate is 20.04
Running  342 Iterations, The Training Error rate is 52.80, and the Test Error rate is 20.03
Running  343 Iterations, The Training Error rate is 52.79, and the Test Error rate is 20.03
Running  344 Iterations, The Training Error rate is 52.77, and the Test Error rate is 20.03
Running  345 Iterations, The Training Error rate is 52.76, and the Test Error rate is 20.02
Running  346 Iterations, The Training Error rate is 52.75, and the Test Error rate is 20.02
Running  347 Iterations, The Training Error rate is 52.74, and the Test Error rate is 20.02
Running  348 Iterations, The Training Error rate is 52.72, and the Test Error rate is 20.01
Running  349 Iterations, The Training Error rate is 52.71, and the Test Error rate is 20.01
Running  350 Iterations, The Training Error rate is 52.70, and the Test Error rate is 20.01
Running  351 Iterations, The Training Error rate is 52.68, and the Test Error rate is 20.00
Running  352 Iterations, The Training Error rate is 52.67, and the Test Error rate is 20.00
Running  353 Iterations, The Training Error rate is 52.66, and the Test Error rate is 20.00
Running  354 Iterations, The Training Error rate is 52.65, and the Test Error rate is 19.99
Running  355 Iterations, The Training Error rate is 52.63, and the Test Error rate is 19.99
Running  356 Iterations, The Training Error rate is 52.62, and the Test Error rate is 19.99
Running  357 Iterations, The Training Error rate is 52.61, and the Test Error rate is 19.98
Running  358 Iterations, The Training Error rate is 52.60, and the Test Error rate is 19.98
Running  359 Iterations, The Training Error rate is 52.58, and the Test Error rate is 19.98
Running  360 Iterations, The Training Error rate is 52.57, and the Test Error rate is 19.97
Running  361 Iterations, The Training Error rate is 52.56, and the Test Error rate is 19.97
Running  362 Iterations, The Training Error rate is 52.55, and the Test Error rate is 19.97
Running  363 Iterations, The Training Error rate is 52.54, and the Test Error rate is 19.96
Running  364 Iterations, The Training Error rate is 52.52, and the Test Error rate is 19.96
Running  365 Iterations, The Training Error rate is 52.51, and the Test Error rate is 19.96
Running  366 Iterations, The Training Error rate is 52.50, and the Test Error rate is 19.96
Running  367 Iterations, The Training Error rate is 52.49, and the Test Error rate is 19.95
Running  368 Iterations, The Training Error rate is 52.48, and the Test Error rate is 19.95
Running  369 Iterations, The Training Error rate is 52.47, and the Test Error rate is 19.95
Running  370 Iterations, The Training Error rate is 52.45, and the Test Error rate is 19.94
Running  371 Iterations, The Training Error rate is 52.44, and the Test Error rate is 19.94
Running  372 Iterations, The Training Error rate is 52.43, and the Test Error rate is 19.94
Running  373 Iterations, The Training Error rate is 52.42, and the Test Error rate is 19.93
Running  374 Iterations, The Training Error rate is 52.41, and the Test Error rate is 19.93
Running  375 Iterations, The Training Error rate is 52.40, and the Test Error rate is 19.93
Running  376 Iterations, The Training Error rate is 52.38, and the Test Error rate is 19.93
Running  377 Iterations, The Training Error rate is 52.37, and the Test Error rate is 19.92
Running  378 Iterations, The Training Error rate is 52.36, and the Test Error rate is 19.92
Running  379 Iterations, The Training Error rate is 52.35, and the Test Error rate is 19.92
Running  380 Iterations, The Training Error rate is 52.34, and the Test Error rate is 19.91
Running  381 Iterations, The Training Error rate is 52.33, and the Test Error rate is 19.91
Running  382 Iterations, The Training Error rate is 52.32, and the Test Error rate is 19.91
Running  383 Iterations, The Training Error rate is 52.31, and the Test Error rate is 19.91
Running  384 Iterations, The Training Error rate is 52.30, and the Test Error rate is 19.90
Running  385 Iterations, The Training Error rate is 52.29, and the Test Error rate is 19.90
Running  386 Iterations, The Training Error rate is 52.27, and the Test Error rate is 19.90
Running  387 Iterations, The Training Error rate is 52.26, and the Test Error rate is 19.89
Running  388 Iterations, The Training Error rate is 52.25, and the Test Error rate is 19.89
Running  389 Iterations, The Training Error rate is 52.24, and the Test Error rate is 19.89
Running  390 Iterations, The Training Error rate is 52.23, and the Test Error rate is 19.89
Running  391 Iterations, The Training Error rate is 52.22, and the Test Error rate is 19.88
Running  392 Iterations, The Training Error rate is 52.21, and the Test Error rate is 19.88
Running  393 Iterations, The Training Error rate is 52.20, and the Test Error rate is 19.88
Running  394 Iterations, The Training Error rate is 52.19, and the Test Error rate is 19.88
Running  395 Iterations, The Training Error rate is 52.18, and the Test Error rate is 19.87
Running  396 Iterations, The Training Error rate is 52.17, and the Test Error rate is 19.87
Running  397 Iterations, The Training Error rate is 52.16, and the Test Error rate is 19.87
Running  398 Iterations, The Training Error rate is 52.15, and the Test Error rate is 19.86
Running  399 Iterations, The Training Error rate is 52.14, and the Test Error rate is 19.86
Running  400 Iterations, The Training Error rate is 52.13, and the Test Error rate is 19.86
Running  401 Iterations, The Training Error rate is 52.12, and the Test Error rate is 19.86
Running  402 Iterations, The Training Error rate is 52.11, and the Test Error rate is 19.85
Running  403 Iterations, The Training Error rate is 52.10, and the Test Error rate is 19.85
Running  404 Iterations, The Training Error rate is 52.09, and the Test Error rate is 19.85
Running  405 Iterations, The Training Error rate is 52.08, and the Test Error rate is 19.85
Running  406 Iterations, The Training Error rate is 52.07, and the Test Error rate is 19.84
Running  407 Iterations, The Training Error rate is 52.06, and the Test Error rate is 19.84
Running  408 Iterations, The Training Error rate is 52.05, and the Test Error rate is 19.84
Running  409 Iterations, The Training Error rate is 52.04, and the Test Error rate is 19.84
Running  410 Iterations, The Training Error rate is 52.03, and the Test Error rate is 19.83
Running  411 Iterations, The Training Error rate is 52.02, and the Test Error rate is 19.83
Running  412 Iterations, The Training Error rate is 52.01, and the Test Error rate is 19.83
Running  413 Iterations, The Training Error rate is 52.00, and the Test Error rate is 19.83
Running  414 Iterations, The Training Error rate is 51.99, and the Test Error rate is 19.82
Running  415 Iterations, The Training Error rate is 51.98, and the Test Error rate is 19.82
Running  416 Iterations, The Training Error rate is 51.97, and the Test Error rate is 19.82
Running  417 Iterations, The Training Error rate is 51.96, and the Test Error rate is 19.82
Running  418 Iterations, The Training Error rate is 51.95, and the Test Error rate is 19.81
Running  419 Iterations, The Training Error rate is 51.94, and the Test Error rate is 19.81
Running  420 Iterations, The Training Error rate is 51.94, and the Test Error rate is 19.81
Running  421 Iterations, The Training Error rate is 51.93, and the Test Error rate is 19.81
Running  422 Iterations, The Training Error rate is 51.92, and the Test Error rate is 19.81
Running  423 Iterations, The Training Error rate is 51.91, and the Test Error rate is 19.80
Running  424 Iterations, The Training Error rate is 51.90, and the Test Error rate is 19.80
Running  425 Iterations, The Training Error rate is 51.89, and the Test Error rate is 19.80
Running  426 Iterations, The Training Error rate is 51.88, and the Test Error rate is 19.80
Running  427 Iterations, The Training Error rate is 51.87, and the Test Error rate is 19.79
Running  428 Iterations, The Training Error rate is 51.86, and the Test Error rate is 19.79
Running  429 Iterations, The Training Error rate is 51.85, and the Test Error rate is 19.79
Running  430 Iterations, The Training Error rate is 51.85, and the Test Error rate is 19.79
Running  431 Iterations, The Training Error rate is 51.84, and the Test Error rate is 19.78
Running  432 Iterations, The Training Error rate is 51.83, and the Test Error rate is 19.78
Running  433 Iterations, The Training Error rate is 51.82, and the Test Error rate is 19.78
Running  434 Iterations, The Training Error rate is 51.81, and the Test Error rate is 19.78
Running  435 Iterations, The Training Error rate is 51.80, and the Test Error rate is 19.78
Running  436 Iterations, The Training Error rate is 51.79, and the Test Error rate is 19.77
Running  437 Iterations, The Training Error rate is 51.78, and the Test Error rate is 19.77
Running  438 Iterations, The Training Error rate is 51.78, and the Test Error rate is 19.77
Running  439 Iterations, The Training Error rate is 51.77, and the Test Error rate is 19.77
Running  440 Iterations, The Training Error rate is 51.76, and the Test Error rate is 19.76
Running  441 Iterations, The Training Error rate is 51.75, and the Test Error rate is 19.76
Running  442 Iterations, The Training Error rate is 51.74, and the Test Error rate is 19.76
Running  443 Iterations, The Training Error rate is 51.73, and the Test Error rate is 19.76
Running  444 Iterations, The Training Error rate is 51.73, and the Test Error rate is 19.76
Running  445 Iterations, The Training Error rate is 51.72, and the Test Error rate is 19.75
Running  446 Iterations, The Training Error rate is 51.71, and the Test Error rate is 19.75
Running  447 Iterations, The Training Error rate is 51.70, and the Test Error rate is 19.75
Running  448 Iterations, The Training Error rate is 51.69, and the Test Error rate is 19.75
Running  449 Iterations, The Training Error rate is 51.68, and the Test Error rate is 19.75
Running  450 Iterations, The Training Error rate is 51.68, and the Test Error rate is 19.74
Running  451 Iterations, The Training Error rate is 51.67, and the Test Error rate is 19.74
Running  452 Iterations, The Training Error rate is 51.66, and the Test Error rate is 19.74
Running  453 Iterations, The Training Error rate is 51.65, and the Test Error rate is 19.74
Running  454 Iterations, The Training Error rate is 51.64, and the Test Error rate is 19.74
Running  455 Iterations, The Training Error rate is 51.64, and the Test Error rate is 19.73
Running  456 Iterations, The Training Error rate is 51.63, and the Test Error rate is 19.73
Running  457 Iterations, The Training Error rate is 51.62, and the Test Error rate is 19.73
Running  458 Iterations, The Training Error rate is 51.61, and the Test Error rate is 19.73
Running  459 Iterations, The Training Error rate is 51.61, and the Test Error rate is 19.73
Running  460 Iterations, The Training Error rate is 51.60, and the Test Error rate is 19.72
Running  461 Iterations, The Training Error rate is 51.59, and the Test Error rate is 19.72
Running  462 Iterations, The Training Error rate is 51.58, and the Test Error rate is 19.72
Running  463 Iterations, The Training Error rate is 51.58, and the Test Error rate is 19.72
Running  464 Iterations, The Training Error rate is 51.57, and the Test Error rate is 19.72
Running  465 Iterations, The Training Error rate is 51.56, and the Test Error rate is 19.71
Running  466 Iterations, The Training Error rate is 51.55, and the Test Error rate is 19.71
Running  467 Iterations, The Training Error rate is 51.55, and the Test Error rate is 19.71
Running  468 Iterations, The Training Error rate is 51.54, and the Test Error rate is 19.71
Running  469 Iterations, The Training Error rate is 51.53, and the Test Error rate is 19.71
Running  470 Iterations, The Training Error rate is 51.52, and the Test Error rate is 19.70
Running  471 Iterations, The Training Error rate is 51.52, and the Test Error rate is 19.70
Running  472 Iterations, The Training Error rate is 51.51, and the Test Error rate is 19.70
Running  473 Iterations, The Training Error rate is 51.50, and the Test Error rate is 19.70
Running  474 Iterations, The Training Error rate is 51.49, and the Test Error rate is 19.70
Running  475 Iterations, The Training Error rate is 51.49, and the Test Error rate is 19.70
Running  476 Iterations, The Training Error rate is 51.48, and the Test Error rate is 19.69
Running  477 Iterations, The Training Error rate is 51.47, and the Test Error rate is 19.69
Running  478 Iterations, The Training Error rate is 51.47, and the Test Error rate is 19.69
Running  479 Iterations, The Training Error rate is 51.46, and the Test Error rate is 19.69
Running  480 Iterations, The Training Error rate is 51.45, and the Test Error rate is 19.69
Running  481 Iterations, The Training Error rate is 51.44, and the Test Error rate is 19.68
Running  482 Iterations, The Training Error rate is 51.44, and the Test Error rate is 19.68
Running  483 Iterations, The Training Error rate is 51.43, and the Test Error rate is 19.68
Running  484 Iterations, The Training Error rate is 51.42, and the Test Error rate is 19.68
Running  485 Iterations, The Training Error rate is 51.42, and the Test Error rate is 19.68
Running  486 Iterations, The Training Error rate is 51.41, and the Test Error rate is 19.68
Running  487 Iterations, The Training Error rate is 51.40, and the Test Error rate is 19.67
Running  488 Iterations, The Training Error rate is 51.40, and the Test Error rate is 19.67
Running  489 Iterations, The Training Error rate is 51.39, and the Test Error rate is 19.67
Running  490 Iterations, The Training Error rate is 51.38, and the Test Error rate is 19.67
Running  491 Iterations, The Training Error rate is 51.38, and the Test Error rate is 19.67
Running  492 Iterations, The Training Error rate is 51.37, and the Test Error rate is 19.67
Running  493 Iterations, The Training Error rate is 51.36, and the Test Error rate is 19.66
Running  494 Iterations, The Training Error rate is 51.36, and the Test Error rate is 19.66
Running  495 Iterations, The Training Error rate is 51.35, and the Test Error rate is 19.66
Running  496 Iterations, The Training Error rate is 51.34, and the Test Error rate is 19.66
Running  497 Iterations, The Training Error rate is 51.34, and the Test Error rate is 19.66
Running  498 Iterations, The Training Error rate is 51.33, and the Test Error rate is 19.66
Running  499 Iterations, The Training Error rate is 51.32, and the Test Error rate is 19.65
Running  500 Iterations, The Training Error rate is 51.32, and the Test Error rate is 19.65
Running  501 Iterations, The Training Error rate is 51.31, and the Test Error rate is 19.65
Running  502 Iterations, The Training Error rate is 51.30, and the Test Error rate is 19.65
Running  503 Iterations, The Training Error rate is 51.30, and the Test Error rate is 19.65
Running  504 Iterations, The Training Error rate is 51.29, and the Test Error rate is 19.65
Running  505 Iterations, The Training Error rate is 51.28, and the Test Error rate is 19.64
Running  506 Iterations, The Training Error rate is 51.28, and the Test Error rate is 19.64
Running  507 Iterations, The Training Error rate is 51.27, and the Test Error rate is 19.64
Running  508 Iterations, The Training Error rate is 51.27, and the Test Error rate is 19.64
Running  509 Iterations, The Training Error rate is 51.26, and the Test Error rate is 19.64
Running  510 Iterations, The Training Error rate is 51.25, and the Test Error rate is 19.64
Running  511 Iterations, The Training Error rate is 51.25, and the Test Error rate is 19.63
Running  512 Iterations, The Training Error rate is 51.24, and the Test Error rate is 19.63
Running  513 Iterations, The Training Error rate is 51.24, and the Test Error rate is 19.63
Running  514 Iterations, The Training Error rate is 51.23, and the Test Error rate is 19.63
Running  515 Iterations, The Training Error rate is 51.22, and the Test Error rate is 19.63
Running  516 Iterations, The Training Error rate is 51.22, and the Test Error rate is 19.63
Running  517 Iterations, The Training Error rate is 51.21, and the Test Error rate is 19.63
Running  518 Iterations, The Training Error rate is 51.21, and the Test Error rate is 19.62
Running  519 Iterations, The Training Error rate is 51.20, and the Test Error rate is 19.62
Running  520 Iterations, The Training Error rate is 51.19, and the Test Error rate is 19.62
Running  521 Iterations, The Training Error rate is 51.19, and the Test Error rate is 19.62
Running  522 Iterations, The Training Error rate is 51.18, and the Test Error rate is 19.62
Running  523 Iterations, The Training Error rate is 51.18, and the Test Error rate is 19.62
Running  524 Iterations, The Training Error rate is 51.17, and the Test Error rate is 19.61
Running  525 Iterations, The Training Error rate is 51.16, and the Test Error rate is 19.61
Running  526 Iterations, The Training Error rate is 51.16, and the Test Error rate is 19.61
Running  527 Iterations, The Training Error rate is 51.15, and the Test Error rate is 19.61
Running  528 Iterations, The Training Error rate is 51.15, and the Test Error rate is 19.61
Running  529 Iterations, The Training Error rate is 51.14, and the Test Error rate is 19.61
Running  530 Iterations, The Training Error rate is 51.14, and the Test Error rate is 19.61
Running  531 Iterations, The Training Error rate is 51.13, and the Test Error rate is 19.60
Running  532 Iterations, The Training Error rate is 51.12, and the Test Error rate is 19.60
Running  533 Iterations, The Training Error rate is 51.12, and the Test Error rate is 19.60
Running  534 Iterations, The Training Error rate is 51.11, and the Test Error rate is 19.60
Running  535 Iterations, The Training Error rate is 51.11, and the Test Error rate is 19.60
Running  536 Iterations, The Training Error rate is 51.10, and the Test Error rate is 19.60
Running  537 Iterations, The Training Error rate is 51.10, and the Test Error rate is 19.60
Running  538 Iterations, The Training Error rate is 51.09, and the Test Error rate is 19.59
Running  539 Iterations, The Training Error rate is 51.09, and the Test Error rate is 19.59
Running  540 Iterations, The Training Error rate is 51.08, and the Test Error rate is 19.59
Running  541 Iterations, The Training Error rate is 51.08, and the Test Error rate is 19.59
Running  542 Iterations, The Training Error rate is 51.07, and the Test Error rate is 19.59
Running  543 Iterations, The Training Error rate is 51.06, and the Test Error rate is 19.59
Running  544 Iterations, The Training Error rate is 51.06, and the Test Error rate is 19.59
Running  545 Iterations, The Training Error rate is 51.05, and the Test Error rate is 19.59
Running  546 Iterations, The Training Error rate is 51.05, and the Test Error rate is 19.58
Running  547 Iterations, The Training Error rate is 51.04, and the Test Error rate is 19.58
Running  548 Iterations, The Training Error rate is 51.04, and the Test Error rate is 19.58
Running  549 Iterations, The Training Error rate is 51.03, and the Test Error rate is 19.58
Running  550 Iterations, The Training Error rate is 51.03, and the Test Error rate is 19.58
Running  551 Iterations, The Training Error rate is 51.02, and the Test Error rate is 19.58
Running  552 Iterations, The Training Error rate is 51.02, and the Test Error rate is 19.58
Running  553 Iterations, The Training Error rate is 51.01, and the Test Error rate is 19.57
Running  554 Iterations, The Training Error rate is 51.01, and the Test Error rate is 19.57
Running  555 Iterations, The Training Error rate is 51.00, and the Test Error rate is 19.57
Running  556 Iterations, The Training Error rate is 51.00, and the Test Error rate is 19.57
Running  557 Iterations, The Training Error rate is 50.99, and the Test Error rate is 19.57
Running  558 Iterations, The Training Error rate is 50.99, and the Test Error rate is 19.57
Running  559 Iterations, The Training Error rate is 50.98, and the Test Error rate is 19.57
Running  560 Iterations, The Training Error rate is 50.98, and the Test Error rate is 19.57
Running  561 Iterations, The Training Error rate is 50.97, and the Test Error rate is 19.56
Running  562 Iterations, The Training Error rate is 50.97, and the Test Error rate is 19.56
Running  563 Iterations, The Training Error rate is 50.96, and the Test Error rate is 19.56
Running  564 Iterations, The Training Error rate is 50.96, and the Test Error rate is 19.56
Running  565 Iterations, The Training Error rate is 50.95, and the Test Error rate is 19.56
Running  566 Iterations, The Training Error rate is 50.95, and the Test Error rate is 19.56
Running  567 Iterations, The Training Error rate is 50.94, and the Test Error rate is 19.56
Running  568 Iterations, The Training Error rate is 50.94, and the Test Error rate is 19.56
Running  569 Iterations, The Training Error rate is 50.93, and the Test Error rate is 19.55
Running  570 Iterations, The Training Error rate is 50.93, and the Test Error rate is 19.55
Running  571 Iterations, The Training Error rate is 50.92, and the Test Error rate is 19.55
Running  572 Iterations, The Training Error rate is 50.92, and the Test Error rate is 19.55
Running  573 Iterations, The Training Error rate is 50.91, and the Test Error rate is 19.55
Running  574 Iterations, The Training Error rate is 50.91, and the Test Error rate is 19.55
Running  575 Iterations, The Training Error rate is 50.91, and the Test Error rate is 19.55
Running  576 Iterations, The Training Error rate is 50.90, and the Test Error rate is 19.55
Running  577 Iterations, The Training Error rate is 50.90, and the Test Error rate is 19.55
Running  578 Iterations, The Training Error rate is 50.89, and the Test Error rate is 19.54
Running  579 Iterations, The Training Error rate is 50.89, and the Test Error rate is 19.54
Running  580 Iterations, The Training Error rate is 50.88, and the Test Error rate is 19.54
Running  581 Iterations, The Training Error rate is 50.88, and the Test Error rate is 19.54
Running  582 Iterations, The Training Error rate is 50.87, and the Test Error rate is 19.54
Running  583 Iterations, The Training Error rate is 50.87, and the Test Error rate is 19.54
Running  584 Iterations, The Training Error rate is 50.86, and the Test Error rate is 19.54
Running  585 Iterations, The Training Error rate is 50.86, and the Test Error rate is 19.54
Running  586 Iterations, The Training Error rate is 50.86, and the Test Error rate is 19.54
Running  587 Iterations, The Training Error rate is 50.85, and the Test Error rate is 19.53
Running  588 Iterations, The Training Error rate is 50.85, and the Test Error rate is 19.53
Running  589 Iterations, The Training Error rate is 50.84, and the Test Error rate is 19.53
Running  590 Iterations, The Training Error rate is 50.84, and the Test Error rate is 19.53
Running  591 Iterations, The Training Error rate is 50.83, and the Test Error rate is 19.53
Running  592 Iterations, The Training Error rate is 50.83, and the Test Error rate is 19.53
Running  593 Iterations, The Training Error rate is 50.82, and the Test Error rate is 19.53
Running  594 Iterations, The Training Error rate is 50.82, and the Test Error rate is 19.53
Running  595 Iterations, The Training Error rate is 50.82, and the Test Error rate is 19.53
Running  596 Iterations, The Training Error rate is 50.81, and the Test Error rate is 19.52
Running  597 Iterations, The Training Error rate is 50.81, and the Test Error rate is 19.52
Running  598 Iterations, The Training Error rate is 50.80, and the Test Error rate is 19.52
Running  599 Iterations, The Training Error rate is 50.80, and the Test Error rate is 19.52
Running  600 Iterations, The Training Error rate is 50.80, and the Test Error rate is 19.52
Running  601 Iterations, The Training Error rate is 50.79, and the Test Error rate is 19.52
Running  602 Iterations, The Training Error rate is 50.79, and the Test Error rate is 19.52
Running  603 Iterations, The Training Error rate is 50.78, and the Test Error rate is 19.52
Running  604 Iterations, The Training Error rate is 50.78, and the Test Error rate is 19.52
Running  605 Iterations, The Training Error rate is 50.77, and the Test Error rate is 19.52
Running  606 Iterations, The Training Error rate is 50.77, and the Test Error rate is 19.51
Running  607 Iterations, The Training Error rate is 50.77, and the Test Error rate is 19.51
Running  608 Iterations, The Training Error rate is 50.76, and the Test Error rate is 19.51
Running  609 Iterations, The Training Error rate is 50.76, and the Test Error rate is 19.51
Running  610 Iterations, The Training Error rate is 50.75, and the Test Error rate is 19.51
Running  611 Iterations, The Training Error rate is 50.75, and the Test Error rate is 19.51
Running  612 Iterations, The Training Error rate is 50.75, and the Test Error rate is 19.51
Running  613 Iterations, The Training Error rate is 50.74, and the Test Error rate is 19.51
Running  614 Iterations, The Training Error rate is 50.74, and the Test Error rate is 19.51
Running  615 Iterations, The Training Error rate is 50.73, and the Test Error rate is 19.51
Running  616 Iterations, The Training Error rate is 50.73, and the Test Error rate is 19.50
Running  617 Iterations, The Training Error rate is 50.73, and the Test Error rate is 19.50
Running  618 Iterations, The Training Error rate is 50.72, and the Test Error rate is 19.50
Running  619 Iterations, The Training Error rate is 50.72, and the Test Error rate is 19.50
Running  620 Iterations, The Training Error rate is 50.72, and the Test Error rate is 19.50
Running  621 Iterations, The Training Error rate is 50.71, and the Test Error rate is 19.50
Running  622 Iterations, The Training Error rate is 50.71, and the Test Error rate is 19.50
Running  623 Iterations, The Training Error rate is 50.70, and the Test Error rate is 19.50
Running  624 Iterations, The Training Error rate is 50.70, and the Test Error rate is 19.50
Running  625 Iterations, The Training Error rate is 50.70, and the Test Error rate is 19.50
Running  626 Iterations, The Training Error rate is 50.69, and the Test Error rate is 19.49
Running  627 Iterations, The Training Error rate is 50.69, and the Test Error rate is 19.49
Running  628 Iterations, The Training Error rate is 50.69, and the Test Error rate is 19.49
Running  629 Iterations, The Training Error rate is 50.68, and the Test Error rate is 19.49
Running  630 Iterations, The Training Error rate is 50.68, and the Test Error rate is 19.49
Running  631 Iterations, The Training Error rate is 50.67, and the Test Error rate is 19.49
Running  632 Iterations, The Training Error rate is 50.67, and the Test Error rate is 19.49
Running  633 Iterations, The Training Error rate is 50.67, and the Test Error rate is 19.49
Running  634 Iterations, The Training Error rate is 50.66, and the Test Error rate is 19.49
Running  635 Iterations, The Training Error rate is 50.66, and the Test Error rate is 19.49
Running  636 Iterations, The Training Error rate is 50.66, and the Test Error rate is 19.49
Running  637 Iterations, The Training Error rate is 50.65, and the Test Error rate is 19.48
Running  638 Iterations, The Training Error rate is 50.65, and the Test Error rate is 19.48
Running  639 Iterations, The Training Error rate is 50.65, and the Test Error rate is 19.48
Running  640 Iterations, The Training Error rate is 50.64, and the Test Error rate is 19.48
Running  641 Iterations, The Training Error rate is 50.64, and the Test Error rate is 19.48
Running  642 Iterations, The Training Error rate is 50.64, and the Test Error rate is 19.48
Running  643 Iterations, The Training Error rate is 50.63, and the Test Error rate is 19.48
Running  644 Iterations, The Training Error rate is 50.63, and the Test Error rate is 19.48
Running  645 Iterations, The Training Error rate is 50.62, and the Test Error rate is 19.48
Running  646 Iterations, The Training Error rate is 50.62, and the Test Error rate is 19.48
Running  647 Iterations, The Training Error rate is 50.62, and the Test Error rate is 19.48
Running  648 Iterations, The Training Error rate is 50.61, and the Test Error rate is 19.47
Running  649 Iterations, The Training Error rate is 50.61, and the Test Error rate is 19.47
Running  650 Iterations, The Training Error rate is 50.61, and the Test Error rate is 19.47
Running  651 Iterations, The Training Error rate is 50.60, and the Test Error rate is 19.47
Running  652 Iterations, The Training Error rate is 50.60, and the Test Error rate is 19.47
Running  653 Iterations, The Training Error rate is 50.60, and the Test Error rate is 19.47
Running  654 Iterations, The Training Error rate is 50.59, and the Test Error rate is 19.47
Running  655 Iterations, The Training Error rate is 50.59, and the Test Error rate is 19.47
Running  656 Iterations, The Training Error rate is 50.59, and the Test Error rate is 19.47
Running  657 Iterations, The Training Error rate is 50.58, and the Test Error rate is 19.47
Running  658 Iterations, The Training Error rate is 50.58, and the Test Error rate is 19.47
Running  659 Iterations, The Training Error rate is 50.58, and the Test Error rate is 19.47
Running  660 Iterations, The Training Error rate is 50.57, and the Test Error rate is 19.46
Running  661 Iterations, The Training Error rate is 50.57, and the Test Error rate is 19.46
Running  662 Iterations, The Training Error rate is 50.57, and the Test Error rate is 19.46
Running  663 Iterations, The Training Error rate is 50.57, and the Test Error rate is 19.46
Running  664 Iterations, The Training Error rate is 50.56, and the Test Error rate is 19.46
Running  665 Iterations, The Training Error rate is 50.56, and the Test Error rate is 19.46
Running  666 Iterations, The Training Error rate is 50.56, and the Test Error rate is 19.46
Running  667 Iterations, The Training Error rate is 50.55, and the Test Error rate is 19.46
Running  668 Iterations, The Training Error rate is 50.55, and the Test Error rate is 19.46
Running  669 Iterations, The Training Error rate is 50.55, and the Test Error rate is 19.46
Running  670 Iterations, The Training Error rate is 50.54, and the Test Error rate is 19.46
Running  671 Iterations, The Training Error rate is 50.54, and the Test Error rate is 19.46
Running  672 Iterations, The Training Error rate is 50.54, and the Test Error rate is 19.46
Running  673 Iterations, The Training Error rate is 50.53, and the Test Error rate is 19.45
Running  674 Iterations, The Training Error rate is 50.53, and the Test Error rate is 19.45
Running  675 Iterations, The Training Error rate is 50.53, and the Test Error rate is 19.45
Running  676 Iterations, The Training Error rate is 50.53, and the Test Error rate is 19.45
Running  677 Iterations, The Training Error rate is 50.52, and the Test Error rate is 19.45
Running  678 Iterations, The Training Error rate is 50.52, and the Test Error rate is 19.45
Running  679 Iterations, The Training Error rate is 50.52, and the Test Error rate is 19.45
Running  680 Iterations, The Training Error rate is 50.51, and the Test Error rate is 19.45
Running  681 Iterations, The Training Error rate is 50.51, and the Test Error rate is 19.45
Running  682 Iterations, The Training Error rate is 50.51, and the Test Error rate is 19.45
Running  683 Iterations, The Training Error rate is 50.50, and the Test Error rate is 19.45
Running  684 Iterations, The Training Error rate is 50.50, and the Test Error rate is 19.45
Running  685 Iterations, The Training Error rate is 50.50, and the Test Error rate is 19.45
Running  686 Iterations, The Training Error rate is 50.50, and the Test Error rate is 19.45
Running  687 Iterations, The Training Error rate is 50.49, and the Test Error rate is 19.44
Running  688 Iterations, The Training Error rate is 50.49, and the Test Error rate is 19.44
Running  689 Iterations, The Training Error rate is 50.49, and the Test Error rate is 19.44
Running  690 Iterations, The Training Error rate is 50.48, and the Test Error rate is 19.44
Running  691 Iterations, The Training Error rate is 50.48, and the Test Error rate is 19.44
Running  692 Iterations, The Training Error rate is 50.48, and the Test Error rate is 19.44
Running  693 Iterations, The Training Error rate is 50.48, and the Test Error rate is 19.44
Running  694 Iterations, The Training Error rate is 50.47, and the Test Error rate is 19.44
Running  695 Iterations, The Training Error rate is 50.47, and the Test Error rate is 19.44
Running  696 Iterations, The Training Error rate is 50.47, and the Test Error rate is 19.44
Running  697 Iterations, The Training Error rate is 50.46, and the Test Error rate is 19.44
Running  698 Iterations, The Training Error rate is 50.46, and the Test Error rate is 19.44
Running  699 Iterations, The Training Error rate is 50.46, and the Test Error rate is 19.44
Running  700 Iterations, The Training Error rate is 50.46, and the Test Error rate is 19.44
Running  701 Iterations, The Training Error rate is 50.45, and the Test Error rate is 19.43
Running  702 Iterations, The Training Error rate is 50.45, and the Test Error rate is 19.43
Running  703 Iterations, The Training Error rate is 50.45, and the Test Error rate is 19.43
Running  704 Iterations, The Training Error rate is 50.45, and the Test Error rate is 19.43
Running  705 Iterations, The Training Error rate is 50.44, and the Test Error rate is 19.43
Running  706 Iterations, The Training Error rate is 50.44, and the Test Error rate is 19.43
Running  707 Iterations, The Training Error rate is 50.44, and the Test Error rate is 19.43
Running  708 Iterations, The Training Error rate is 50.43, and the Test Error rate is 19.43
Running  709 Iterations, The Training Error rate is 50.43, and the Test Error rate is 19.43
Running  710 Iterations, The Training Error rate is 50.43, and the Test Error rate is 19.43
Running  711 Iterations, The Training Error rate is 50.43, and the Test Error rate is 19.43
Running  712 Iterations, The Training Error rate is 50.42, and the Test Error rate is 19.43
Running  713 Iterations, The Training Error rate is 50.42, and the Test Error rate is 19.43
Running  714 Iterations, The Training Error rate is 50.42, and the Test Error rate is 19.43
Running  715 Iterations, The Training Error rate is 50.42, and the Test Error rate is 19.43
Running  716 Iterations, The Training Error rate is 50.41, and the Test Error rate is 19.42
Running  717 Iterations, The Training Error rate is 50.41, and the Test Error rate is 19.42
Running  718 Iterations, The Training Error rate is 50.41, and the Test Error rate is 19.42
Running  719 Iterations, The Training Error rate is 50.41, and the Test Error rate is 19.42
Running  720 Iterations, The Training Error rate is 50.40, and the Test Error rate is 19.42
Running  721 Iterations, The Training Error rate is 50.40, and the Test Error rate is 19.42
Running  722 Iterations, The Training Error rate is 50.40, and the Test Error rate is 19.42
Running  723 Iterations, The Training Error rate is 50.40, and the Test Error rate is 19.42
Running  724 Iterations, The Training Error rate is 50.39, and the Test Error rate is 19.42
Running  725 Iterations, The Training Error rate is 50.39, and the Test Error rate is 19.42
Running  726 Iterations, The Training Error rate is 50.39, and the Test Error rate is 19.42
Running  727 Iterations, The Training Error rate is 50.39, and the Test Error rate is 19.42
Running  728 Iterations, The Training Error rate is 50.38, and the Test Error rate is 19.42
Running  729 Iterations, The Training Error rate is 50.38, and the Test Error rate is 19.42
Running  730 Iterations, The Training Error rate is 50.38, and the Test Error rate is 19.42
Running  731 Iterations, The Training Error rate is 50.38, and the Test Error rate is 19.42
Running  732 Iterations, The Training Error rate is 50.37, and the Test Error rate is 19.41
Running  733 Iterations, The Training Error rate is 50.37, and the Test Error rate is 19.41
Running  734 Iterations, The Training Error rate is 50.37, and the Test Error rate is 19.41
Running  735 Iterations, The Training Error rate is 50.37, and the Test Error rate is 19.41
Running  736 Iterations, The Training Error rate is 50.37, and the Test Error rate is 19.41
Running  737 Iterations, The Training Error rate is 50.36, and the Test Error rate is 19.41
Running  738 Iterations, The Training Error rate is 50.36, and the Test Error rate is 19.41
Running  739 Iterations, The Training Error rate is 50.36, and the Test Error rate is 19.41
Running  740 Iterations, The Training Error rate is 50.36, and the Test Error rate is 19.41
Running  741 Iterations, The Training Error rate is 50.35, and the Test Error rate is 19.41
Running  742 Iterations, The Training Error rate is 50.35, and the Test Error rate is 19.41
Running  743 Iterations, The Training Error rate is 50.35, and the Test Error rate is 19.41
Running  744 Iterations, The Training Error rate is 50.35, and the Test Error rate is 19.41
Running  745 Iterations, The Training Error rate is 50.34, and the Test Error rate is 19.41
Running  746 Iterations, The Training Error rate is 50.34, and the Test Error rate is 19.41
Running  747 Iterations, The Training Error rate is 50.34, and the Test Error rate is 19.41
Running  748 Iterations, The Training Error rate is 50.34, and the Test Error rate is 19.41
Running  749 Iterations, The Training Error rate is 50.34, and the Test Error rate is 19.41
Running  750 Iterations, The Training Error rate is 50.33, and the Test Error rate is 19.40
Running  751 Iterations, The Training Error rate is 50.33, and the Test Error rate is 19.40
Running  752 Iterations, The Training Error rate is 50.33, and the Test Error rate is 19.40
Running  753 Iterations, The Training Error rate is 50.33, and the Test Error rate is 19.40
Running  754 Iterations, The Training Error rate is 50.32, and the Test Error rate is 19.40
Running  755 Iterations, The Training Error rate is 50.32, and the Test Error rate is 19.40
Running  756 Iterations, The Training Error rate is 50.32, and the Test Error rate is 19.40
Running  757 Iterations, The Training Error rate is 50.32, and the Test Error rate is 19.40
Running  758 Iterations, The Training Error rate is 50.32, and the Test Error rate is 19.40
Running  759 Iterations, The Training Error rate is 50.31, and the Test Error rate is 19.40
Running  760 Iterations, The Training Error rate is 50.31, and the Test Error rate is 19.40
Running  761 Iterations, The Training Error rate is 50.31, and the Test Error rate is 19.40
Running  762 Iterations, The Training Error rate is 50.31, and the Test Error rate is 19.40
Running  763 Iterations, The Training Error rate is 50.31, and the Test Error rate is 19.40
Running  764 Iterations, The Training Error rate is 50.30, and the Test Error rate is 19.40
Running  765 Iterations, The Training Error rate is 50.30, and the Test Error rate is 19.40
Running  766 Iterations, The Training Error rate is 50.30, and the Test Error rate is 19.40
Running  767 Iterations, The Training Error rate is 50.30, and the Test Error rate is 19.40
Running  768 Iterations, The Training Error rate is 50.30, and the Test Error rate is 19.40
Running  769 Iterations, The Training Error rate is 50.29, and the Test Error rate is 19.39
Running  770 Iterations, The Training Error rate is 50.29, and the Test Error rate is 19.39
Running  771 Iterations, The Training Error rate is 50.29, and the Test Error rate is 19.39
Running  772 Iterations, The Training Error rate is 50.29, and the Test Error rate is 19.39
Running  773 Iterations, The Training Error rate is 50.29, and the Test Error rate is 19.39
Running  774 Iterations, The Training Error rate is 50.28, and the Test Error rate is 19.39
Running  775 Iterations, The Training Error rate is 50.28, and the Test Error rate is 19.39
Running  776 Iterations, The Training Error rate is 50.28, and the Test Error rate is 19.39
Running  777 Iterations, The Training Error rate is 50.28, and the Test Error rate is 19.39
Running  778 Iterations, The Training Error rate is 50.28, and the Test Error rate is 19.39
Running  779 Iterations, The Training Error rate is 50.27, and the Test Error rate is 19.39
Running  780 Iterations, The Training Error rate is 50.27, and the Test Error rate is 19.39
Running  781 Iterations, The Training Error rate is 50.27, and the Test Error rate is 19.39
Running  782 Iterations, The Training Error rate is 50.27, and the Test Error rate is 19.39
Running  783 Iterations, The Training Error rate is 50.27, and the Test Error rate is 19.39
Running  784 Iterations, The Training Error rate is 50.26, and the Test Error rate is 19.39
Running  785 Iterations, The Training Error rate is 50.26, and the Test Error rate is 19.39
Running  786 Iterations, The Training Error rate is 50.26, and the Test Error rate is 19.39
Running  787 Iterations, The Training Error rate is 50.26, and the Test Error rate is 19.39
Running  788 Iterations, The Training Error rate is 50.26, and the Test Error rate is 19.39
Running  789 Iterations, The Training Error rate is 50.25, and the Test Error rate is 19.38
Running  790 Iterations, The Training Error rate is 50.25, and the Test Error rate is 19.38
Running  791 Iterations, The Training Error rate is 50.25, and the Test Error rate is 19.38
Running  792 Iterations, The Training Error rate is 50.25, and the Test Error rate is 19.38
Running  793 Iterations, The Training Error rate is 50.25, and the Test Error rate is 19.38
Running  794 Iterations, The Training Error rate is 50.24, and the Test Error rate is 19.38
Running  795 Iterations, The Training Error rate is 50.24, and the Test Error rate is 19.38
Running  796 Iterations, The Training Error rate is 50.24, and the Test Error rate is 19.38
Running  797 Iterations, The Training Error rate is 50.24, and the Test Error rate is 19.38
Running  798 Iterations, The Training Error rate is 50.24, and the Test Error rate is 19.38
Running  799 Iterations, The Training Error rate is 50.24, and the Test Error rate is 19.38
Running  800 Iterations, The Training Error rate is 50.23, and the Test Error rate is 19.38
Running  801 Iterations, The Training Error rate is 50.23, and the Test Error rate is 19.38
Running  802 Iterations, The Training Error rate is 50.23, and the Test Error rate is 19.38
Running  803 Iterations, The Training Error rate is 50.23, and the Test Error rate is 19.38
Running  804 Iterations, The Training Error rate is 50.23, and the Test Error rate is 19.38
Running  805 Iterations, The Training Error rate is 50.23, and the Test Error rate is 19.38
Running  806 Iterations, The Training Error rate is 50.22, and the Test Error rate is 19.38
Running  807 Iterations, The Training Error rate is 50.22, and the Test Error rate is 19.38
Running  808 Iterations, The Training Error rate is 50.22, and the Test Error rate is 19.38
Running  809 Iterations, The Training Error rate is 50.22, and the Test Error rate is 19.38
Running  810 Iterations, The Training Error rate is 50.22, and the Test Error rate is 19.38
Running  811 Iterations, The Training Error rate is 50.21, and the Test Error rate is 19.38
Running  812 Iterations, The Training Error rate is 50.21, and the Test Error rate is 19.37
Running  813 Iterations, The Training Error rate is 50.21, and the Test Error rate is 19.37
Running  814 Iterations, The Training Error rate is 50.21, and the Test Error rate is 19.37
Running  815 Iterations, The Training Error rate is 50.21, and the Test Error rate is 19.37
Running  816 Iterations, The Training Error rate is 50.21, and the Test Error rate is 19.37
Running  817 Iterations, The Training Error rate is 50.20, and the Test Error rate is 19.37
Running  818 Iterations, The Training Error rate is 50.20, and the Test Error rate is 19.37
Running  819 Iterations, The Training Error rate is 50.20, and the Test Error rate is 19.37
Running  820 Iterations, The Training Error rate is 50.20, and the Test Error rate is 19.37
Running  821 Iterations, The Training Error rate is 50.20, and the Test Error rate is 19.37
Running  822 Iterations, The Training Error rate is 50.20, and the Test Error rate is 19.37
Running  823 Iterations, The Training Error rate is 50.19, and the Test Error rate is 19.37
Running  824 Iterations, The Training Error rate is 50.19, and the Test Error rate is 19.37
Running  825 Iterations, The Training Error rate is 50.19, and the Test Error rate is 19.37
Running  826 Iterations, The Training Error rate is 50.19, and the Test Error rate is 19.37
Running  827 Iterations, The Training Error rate is 50.19, and the Test Error rate is 19.37
Running  828 Iterations, The Training Error rate is 50.19, and the Test Error rate is 19.37
Running  829 Iterations, The Training Error rate is 50.19, and the Test Error rate is 19.37
Running  830 Iterations, The Training Error rate is 50.18, and the Test Error rate is 19.37
Running  831 Iterations, The Training Error rate is 50.18, and the Test Error rate is 19.37
Running  832 Iterations, The Training Error rate is 50.18, and the Test Error rate is 19.37
Running  833 Iterations, The Training Error rate is 50.18, and the Test Error rate is 19.37
Running  834 Iterations, The Training Error rate is 50.18, and the Test Error rate is 19.37
Running  835 Iterations, The Training Error rate is 50.18, and the Test Error rate is 19.37
Running  836 Iterations, The Training Error rate is 50.17, and the Test Error rate is 19.36
Running  837 Iterations, The Training Error rate is 50.17, and the Test Error rate is 19.36
Running  838 Iterations, The Training Error rate is 50.17, and the Test Error rate is 19.36
Running  839 Iterations, The Training Error rate is 50.17, and the Test Error rate is 19.36
Running  840 Iterations, The Training Error rate is 50.17, and the Test Error rate is 19.36
Running  841 Iterations, The Training Error rate is 50.17, and the Test Error rate is 19.36
Running  842 Iterations, The Training Error rate is 50.16, and the Test Error rate is 19.36
Running  843 Iterations, The Training Error rate is 50.16, and the Test Error rate is 19.36
Running  844 Iterations, The Training Error rate is 50.16, and the Test Error rate is 19.36
Running  845 Iterations, The Training Error rate is 50.16, and the Test Error rate is 19.36
Running  846 Iterations, The Training Error rate is 50.16, and the Test Error rate is 19.36
Running  847 Iterations, The Training Error rate is 50.16, and the Test Error rate is 19.36
Running  848 Iterations, The Training Error rate is 50.16, and the Test Error rate is 19.36
Running  849 Iterations, The Training Error rate is 50.15, and the Test Error rate is 19.36
Running  850 Iterations, The Training Error rate is 50.15, and the Test Error rate is 19.36
Running  851 Iterations, The Training Error rate is 50.15, and the Test Error rate is 19.36
Running  852 Iterations, The Training Error rate is 50.15, and the Test Error rate is 19.36
Running  853 Iterations, The Training Error rate is 50.15, and the Test Error rate is 19.36
Running  854 Iterations, The Training Error rate is 50.15, and the Test Error rate is 19.36
Running  855 Iterations, The Training Error rate is 50.15, and the Test Error rate is 19.36
Running  856 Iterations, The Training Error rate is 50.14, and the Test Error rate is 19.36
Running  857 Iterations, The Training Error rate is 50.14, and the Test Error rate is 19.36
Running  858 Iterations, The Training Error rate is 50.14, and the Test Error rate is 19.36
Running  859 Iterations, The Training Error rate is 50.14, and the Test Error rate is 19.36
Running  860 Iterations, The Training Error rate is 50.14, and the Test Error rate is 19.36
Running  861 Iterations, The Training Error rate is 50.14, and the Test Error rate is 19.36
Running  862 Iterations, The Training Error rate is 50.14, and the Test Error rate is 19.36
Running  863 Iterations, The Training Error rate is 50.13, and the Test Error rate is 19.36
Running  864 Iterations, The Training Error rate is 50.13, and the Test Error rate is 19.35
Running  865 Iterations, The Training Error rate is 50.13, and the Test Error rate is 19.35
Running  866 Iterations, The Training Error rate is 50.13, and the Test Error rate is 19.35
Running  867 Iterations, The Training Error rate is 50.13, and the Test Error rate is 19.35
Running  868 Iterations, The Training Error rate is 50.13, and the Test Error rate is 19.35
Running  869 Iterations, The Training Error rate is 50.13, and the Test Error rate is 19.35
Running  870 Iterations, The Training Error rate is 50.13, and the Test Error rate is 19.35
Running  871 Iterations, The Training Error rate is 50.12, and the Test Error rate is 19.35
Running  872 Iterations, The Training Error rate is 50.12, and the Test Error rate is 19.35
Running  873 Iterations, The Training Error rate is 50.12, and the Test Error rate is 19.35
Running  874 Iterations, The Training Error rate is 50.12, and the Test Error rate is 19.35
Running  875 Iterations, The Training Error rate is 50.12, and the Test Error rate is 19.35
Running  876 Iterations, The Training Error rate is 50.12, and the Test Error rate is 19.35
Running  877 Iterations, The Training Error rate is 50.12, and the Test Error rate is 19.35
Running  878 Iterations, The Training Error rate is 50.11, and the Test Error rate is 19.35
Running  879 Iterations, The Training Error rate is 50.11, and the Test Error rate is 19.35
Running  880 Iterations, The Training Error rate is 50.11, and the Test Error rate is 19.35
Running  881 Iterations, The Training Error rate is 50.11, and the Test Error rate is 19.35
Running  882 Iterations, The Training Error rate is 50.11, and the Test Error rate is 19.35
Running  883 Iterations, The Training Error rate is 50.11, and the Test Error rate is 19.35
Running  884 Iterations, The Training Error rate is 50.11, and the Test Error rate is 19.35
Running  885 Iterations, The Training Error rate is 50.11, and the Test Error rate is 19.35
Running  886 Iterations, The Training Error rate is 50.10, and the Test Error rate is 19.35
Running  887 Iterations, The Training Error rate is 50.10, and the Test Error rate is 19.35
Running  888 Iterations, The Training Error rate is 50.10, and the Test Error rate is 19.35
Running  889 Iterations, The Training Error rate is 50.10, and the Test Error rate is 19.35
Running  890 Iterations, The Training Error rate is 50.10, and the Test Error rate is 19.35
Running  891 Iterations, The Training Error rate is 50.10, and the Test Error rate is 19.35
Running  892 Iterations, The Training Error rate is 50.10, and the Test Error rate is 19.35
Running  893 Iterations, The Training Error rate is 50.10, and the Test Error rate is 19.35
Running  894 Iterations, The Training Error rate is 50.09, and the Test Error rate is 19.35
Running  895 Iterations, The Training Error rate is 50.09, and the Test Error rate is 19.34
Running  896 Iterations, The Training Error rate is 50.09, and the Test Error rate is 19.34
Running  897 Iterations, The Training Error rate is 50.09, and the Test Error rate is 19.34
Running  898 Iterations, The Training Error rate is 50.09, and the Test Error rate is 19.34
Running  899 Iterations, The Training Error rate is 50.09, and the Test Error rate is 19.34
Running  900 Iterations, The Training Error rate is 50.09, and the Test Error rate is 19.34
Running  901 Iterations, The Training Error rate is 50.09, and the Test Error rate is 19.34
Running  902 Iterations, The Training Error rate is 50.08, and the Test Error rate is 19.34
Running  903 Iterations, The Training Error rate is 50.08, and the Test Error rate is 19.34
Running  904 Iterations, The Training Error rate is 50.08, and the Test Error rate is 19.34
Running  905 Iterations, The Training Error rate is 50.08, and the Test Error rate is 19.34
Running  906 Iterations, The Training Error rate is 50.08, and the Test Error rate is 19.34
Running  907 Iterations, The Training Error rate is 50.08, and the Test Error rate is 19.34
Running  908 Iterations, The Training Error rate is 50.08, and the Test Error rate is 19.34
Running  909 Iterations, The Training Error rate is 50.08, and the Test Error rate is 19.34
Running  910 Iterations, The Training Error rate is 50.08, and the Test Error rate is 19.34
Running  911 Iterations, The Training Error rate is 50.07, and the Test Error rate is 19.34
Running  912 Iterations, The Training Error rate is 50.07, and the Test Error rate is 19.34
Running  913 Iterations, The Training Error rate is 50.07, and the Test Error rate is 19.34
Running  914 Iterations, The Training Error rate is 50.07, and the Test Error rate is 19.34
Running  915 Iterations, The Training Error rate is 50.07, and the Test Error rate is 19.34
Running  916 Iterations, The Training Error rate is 50.07, and the Test Error rate is 19.34
Running  917 Iterations, The Training Error rate is 50.07, and the Test Error rate is 19.34
Running  918 Iterations, The Training Error rate is 50.07, and the Test Error rate is 19.34
Running  919 Iterations, The Training Error rate is 50.07, and the Test Error rate is 19.34
Running  920 Iterations, The Training Error rate is 50.06, and the Test Error rate is 19.34
Running  921 Iterations, The Training Error rate is 50.06, and the Test Error rate is 19.34
Running  922 Iterations, The Training Error rate is 50.06, and the Test Error rate is 19.34
Running  923 Iterations, The Training Error rate is 50.06, and the Test Error rate is 19.34
Running  924 Iterations, The Training Error rate is 50.06, and the Test Error rate is 19.34
Running  925 Iterations, The Training Error rate is 50.06, and the Test Error rate is 19.34
Running  926 Iterations, The Training Error rate is 50.06, and the Test Error rate is 19.34
Running  927 Iterations, The Training Error rate is 50.06, and the Test Error rate is 19.34
Running  928 Iterations, The Training Error rate is 50.06, and the Test Error rate is 19.34
Running  929 Iterations, The Training Error rate is 50.05, and the Test Error rate is 19.34
Running  930 Iterations, The Training Error rate is 50.05, and the Test Error rate is 19.34
Running  931 Iterations, The Training Error rate is 50.05, and the Test Error rate is 19.33
Running  932 Iterations, The Training Error rate is 50.05, and the Test Error rate is 19.33
Running  933 Iterations, The Training Error rate is 50.05, and the Test Error rate is 19.33
Running  934 Iterations, The Training Error rate is 50.05, and the Test Error rate is 19.33
Running  935 Iterations, The Training Error rate is 50.05, and the Test Error rate is 19.33
Running  936 Iterations, The Training Error rate is 50.05, and the Test Error rate is 19.33
Running  937 Iterations, The Training Error rate is 50.05, and the Test Error rate is 19.33
Running  938 Iterations, The Training Error rate is 50.05, and the Test Error rate is 19.33
Running  939 Iterations, The Training Error rate is 50.04, and the Test Error rate is 19.33
Running  940 Iterations, The Training Error rate is 50.04, and the Test Error rate is 19.33
Running  941 Iterations, The Training Error rate is 50.04, and the Test Error rate is 19.33
Running  942 Iterations, The Training Error rate is 50.04, and the Test Error rate is 19.33
Running  943 Iterations, The Training Error rate is 50.04, and the Test Error rate is 19.33
Running  944 Iterations, The Training Error rate is 50.04, and the Test Error rate is 19.33
Running  945 Iterations, The Training Error rate is 50.04, and the Test Error rate is 19.33
Running  946 Iterations, The Training Error rate is 50.04, and the Test Error rate is 19.33
Running  947 Iterations, The Training Error rate is 50.04, and the Test Error rate is 19.33
Running  948 Iterations, The Training Error rate is 50.04, and the Test Error rate is 19.33
Running  949 Iterations, The Training Error rate is 50.03, and the Test Error rate is 19.33
Running  950 Iterations, The Training Error rate is 50.03, and the Test Error rate is 19.33
Running  951 Iterations, The Training Error rate is 50.03, and the Test Error rate is 19.33
Running  952 Iterations, The Training Error rate is 50.03, and the Test Error rate is 19.33
Running  953 Iterations, The Training Error rate is 50.03, and the Test Error rate is 19.33
Running  954 Iterations, The Training Error rate is 50.03, and the Test Error rate is 19.33
Running  955 Iterations, The Training Error rate is 50.03, and the Test Error rate is 19.33
Running  956 Iterations, The Training Error rate is 50.03, and the Test Error rate is 19.33
Running  957 Iterations, The Training Error rate is 50.03, and the Test Error rate is 19.33
Running  958 Iterations, The Training Error rate is 50.03, and the Test Error rate is 19.33
Running  959 Iterations, The Training Error rate is 50.03, and the Test Error rate is 19.33
Running  960 Iterations, The Training Error rate is 50.02, and the Test Error rate is 19.33
Running  961 Iterations, The Training Error rate is 50.02, and the Test Error rate is 19.33
Running  962 Iterations, The Training Error rate is 50.02, and the Test Error rate is 19.33
Running  963 Iterations, The Training Error rate is 50.02, and the Test Error rate is 19.33
Running  964 Iterations, The Training Error rate is 50.02, and the Test Error rate is 19.33
Running  965 Iterations, The Training Error rate is 50.02, and the Test Error rate is 19.33
Running  966 Iterations, The Training Error rate is 50.02, and the Test Error rate is 19.33
Running  967 Iterations, The Training Error rate is 50.02, and the Test Error rate is 19.33
Running  968 Iterations, The Training Error rate is 50.02, and the Test Error rate is 19.33
Running  969 Iterations, The Training Error rate is 50.02, and the Test Error rate is 19.33
Running  970 Iterations, The Training Error rate is 50.02, and the Test Error rate is 19.33
Running  971 Iterations, The Training Error rate is 50.01, and the Test Error rate is 19.33
Running  972 Iterations, The Training Error rate is 50.01, and the Test Error rate is 19.32
Running  973 Iterations, The Training Error rate is 50.01, and the Test Error rate is 19.32
Running  974 Iterations, The Training Error rate is 50.01, and the Test Error rate is 19.32
Running  975 Iterations, The Training Error rate is 50.01, and the Test Error rate is 19.32
Running  976 Iterations, The Training Error rate is 50.01, and the Test Error rate is 19.32
Running  977 Iterations, The Training Error rate is 50.01, and the Test Error rate is 19.32
Running  978 Iterations, The Training Error rate is 50.01, and the Test Error rate is 19.32
Running  979 Iterations, The Training Error rate is 50.01, and the Test Error rate is 19.32
Running  980 Iterations, The Training Error rate is 50.01, and the Test Error rate is 19.32
Running  981 Iterations, The Training Error rate is 50.01, and the Test Error rate is 19.32
Running  982 Iterations, The Training Error rate is 50.00, and the Test Error rate is 19.32
Running  983 Iterations, The Training Error rate is 50.00, and the Test Error rate is 19.32
Running  984 Iterations, The Training Error rate is 50.00, and the Test Error rate is 19.32
Running  985 Iterations, The Training Error rate is 50.00, and the Test Error rate is 19.32
Running  986 Iterations, The Training Error rate is 50.00, and the Test Error rate is 19.32
Running  987 Iterations, The Training Error rate is 50.00, and the Test Error rate is 19.32
Running  988 Iterations, The Training Error rate is 50.00, and the Test Error rate is 19.32
Running  989 Iterations, The Training Error rate is 50.00, and the Test Error rate is 19.32
Running  990 Iterations, The Training Error rate is 50.00, and the Test Error rate is 19.32
Running  991 Iterations, The Training Error rate is 50.00, and the Test Error rate is 19.32
Running  992 Iterations, The Training Error rate is 50.00, and the Test Error rate is 19.32
Running  993 Iterations, The Training Error rate is 50.00, and the Test Error rate is 19.32
Running  994 Iterations, The Training Error rate is 49.99, and the Test Error rate is 19.32
Running  995 Iterations, The Training Error rate is 49.99, and the Test Error rate is 19.32
Running  996 Iterations, The Training Error rate is 49.99, and the Test Error rate is 19.32
Running  997 Iterations, The Training Error rate is 49.99, and the Test Error rate is 19.32
Running  998 Iterations, The Training Error rate is 49.99, and the Test Error rate is 19.32
Running  999 Iterations, The Training Error rate is 49.99, and the Test Error rate is 19.32
In [24]:
trainErrorRatesL2Norm,testErrorRatesL2Norm = trainWeights(feature_train_l2Normalized, label_train, feature_test_l2Normalized, label_test, eta)
Running  0 Iterations, The Training Error rate is 61.74, and the Test Error rate is 20.16
Running  1 Iterations, The Training Error rate is 60.66, and the Test Error rate is 19.92
Running  2 Iterations, The Training Error rate is 59.64, and the Test Error rate is 19.69
Running  3 Iterations, The Training Error rate is 58.65, and the Test Error rate is 19.48
Running  4 Iterations, The Training Error rate is 57.71, and the Test Error rate is 19.27
Running  5 Iterations, The Training Error rate is 56.79, and the Test Error rate is 19.07
Running  6 Iterations, The Training Error rate is 55.92, and the Test Error rate is 18.88
Running  7 Iterations, The Training Error rate is 55.07, and the Test Error rate is 18.70
Running  8 Iterations, The Training Error rate is 54.26, and the Test Error rate is 18.53
Running  9 Iterations, The Training Error rate is 53.48, and the Test Error rate is 18.37
Running  10 Iterations, The Training Error rate is 52.72, and the Test Error rate is 18.21
Running  11 Iterations, The Training Error rate is 52.00, and the Test Error rate is 18.06
Running  12 Iterations, The Training Error rate is 51.30, and the Test Error rate is 17.91
Running  13 Iterations, The Training Error rate is 50.62, and the Test Error rate is 17.78
Running  14 Iterations, The Training Error rate is 49.97, and the Test Error rate is 17.64
Running  15 Iterations, The Training Error rate is 49.35, and the Test Error rate is 17.52
Running  16 Iterations, The Training Error rate is 48.74, and the Test Error rate is 17.40
Running  17 Iterations, The Training Error rate is 48.16, and the Test Error rate is 17.28
Running  18 Iterations, The Training Error rate is 47.59, and the Test Error rate is 17.17
Running  19 Iterations, The Training Error rate is 47.05, and the Test Error rate is 17.07
Running  20 Iterations, The Training Error rate is 46.52, and the Test Error rate is 16.96
Running  21 Iterations, The Training Error rate is 46.02, and the Test Error rate is 16.87
Running  22 Iterations, The Training Error rate is 45.52, and the Test Error rate is 16.77
Running  23 Iterations, The Training Error rate is 45.05, and the Test Error rate is 16.68
Running  24 Iterations, The Training Error rate is 44.59, and the Test Error rate is 16.60
Running  25 Iterations, The Training Error rate is 44.14, and the Test Error rate is 16.51
Running  26 Iterations, The Training Error rate is 43.71, and the Test Error rate is 16.43
Running  27 Iterations, The Training Error rate is 43.29, and the Test Error rate is 16.36
Running  28 Iterations, The Training Error rate is 42.89, and the Test Error rate is 16.28
Running  29 Iterations, The Training Error rate is 42.50, and the Test Error rate is 16.21
Running  30 Iterations, The Training Error rate is 42.12, and the Test Error rate is 16.15
Running  31 Iterations, The Training Error rate is 41.75, and the Test Error rate is 16.08
Running  32 Iterations, The Training Error rate is 41.39, and the Test Error rate is 16.02
Running  33 Iterations, The Training Error rate is 41.04, and the Test Error rate is 15.96
Running  34 Iterations, The Training Error rate is 40.70, and the Test Error rate is 15.90
Running  35 Iterations, The Training Error rate is 40.38, and the Test Error rate is 15.84
Running  36 Iterations, The Training Error rate is 40.06, and the Test Error rate is 15.79
Running  37 Iterations, The Training Error rate is 39.75, and the Test Error rate is 15.74
Running  38 Iterations, The Training Error rate is 39.45, and the Test Error rate is 15.69
Running  39 Iterations, The Training Error rate is 39.15, and the Test Error rate is 15.64
Running  40 Iterations, The Training Error rate is 38.87, and the Test Error rate is 15.59
Running  41 Iterations, The Training Error rate is 38.59, and the Test Error rate is 15.54
Running  42 Iterations, The Training Error rate is 38.32, and the Test Error rate is 15.50
Running  43 Iterations, The Training Error rate is 38.06, and the Test Error rate is 15.46
Running  44 Iterations, The Training Error rate is 37.80, and the Test Error rate is 15.42
Running  45 Iterations, The Training Error rate is 37.55, and the Test Error rate is 15.38
Running  46 Iterations, The Training Error rate is 37.31, and the Test Error rate is 15.34
Running  47 Iterations, The Training Error rate is 37.07, and the Test Error rate is 15.30
Running  48 Iterations, The Training Error rate is 36.84, and the Test Error rate is 15.27
Running  49 Iterations, The Training Error rate is 36.61, and the Test Error rate is 15.23
Running  50 Iterations, The Training Error rate is 36.39, and the Test Error rate is 15.20
Running  51 Iterations, The Training Error rate is 36.17, and the Test Error rate is 15.16
Running  52 Iterations, The Training Error rate is 35.96, and the Test Error rate is 15.13
Running  53 Iterations, The Training Error rate is 35.76, and the Test Error rate is 15.10
Running  54 Iterations, The Training Error rate is 35.56, and the Test Error rate is 15.07
Running  55 Iterations, The Training Error rate is 35.36, and the Test Error rate is 15.04
Running  56 Iterations, The Training Error rate is 35.17, and the Test Error rate is 15.02
Running  57 Iterations, The Training Error rate is 34.98, and the Test Error rate is 14.99
Running  58 Iterations, The Training Error rate is 34.80, and the Test Error rate is 14.96
Running  59 Iterations, The Training Error rate is 34.62, and the Test Error rate is 14.94
Running  60 Iterations, The Training Error rate is 34.44, and the Test Error rate is 14.91
Running  61 Iterations, The Training Error rate is 34.27, and the Test Error rate is 14.89
Running  62 Iterations, The Training Error rate is 34.10, and the Test Error rate is 14.86
Running  63 Iterations, The Training Error rate is 33.94, and the Test Error rate is 14.84
Running  64 Iterations, The Training Error rate is 33.78, and the Test Error rate is 14.82
Running  65 Iterations, The Training Error rate is 33.62, and the Test Error rate is 14.80
Running  66 Iterations, The Training Error rate is 33.46, and the Test Error rate is 14.78
Running  67 Iterations, The Training Error rate is 33.31, and the Test Error rate is 14.76
Running  68 Iterations, The Training Error rate is 33.16, and the Test Error rate is 14.74
Running  69 Iterations, The Training Error rate is 33.02, and the Test Error rate is 14.72
Running  70 Iterations, The Training Error rate is 32.87, and the Test Error rate is 14.70
Running  71 Iterations, The Training Error rate is 32.73, and the Test Error rate is 14.68
Running  72 Iterations, The Training Error rate is 32.60, and the Test Error rate is 14.66
Running  73 Iterations, The Training Error rate is 32.46, and the Test Error rate is 14.65
Running  74 Iterations, The Training Error rate is 32.33, and the Test Error rate is 14.63
Running  75 Iterations, The Training Error rate is 32.20, and the Test Error rate is 14.61
Running  76 Iterations, The Training Error rate is 32.07, and the Test Error rate is 14.60
Running  77 Iterations, The Training Error rate is 31.95, and the Test Error rate is 14.58
Running  78 Iterations, The Training Error rate is 31.82, and the Test Error rate is 14.56
Running  79 Iterations, The Training Error rate is 31.70, and the Test Error rate is 14.55
Running  80 Iterations, The Training Error rate is 31.59, and the Test Error rate is 14.54
Running  81 Iterations, The Training Error rate is 31.47, and the Test Error rate is 14.52
Running  82 Iterations, The Training Error rate is 31.35, and the Test Error rate is 14.51
Running  83 Iterations, The Training Error rate is 31.24, and the Test Error rate is 14.49
Running  84 Iterations, The Training Error rate is 31.13, and the Test Error rate is 14.48
Running  85 Iterations, The Training Error rate is 31.02, and the Test Error rate is 14.47
Running  86 Iterations, The Training Error rate is 30.92, and the Test Error rate is 14.46
Running  87 Iterations, The Training Error rate is 30.81, and the Test Error rate is 14.44
Running  88 Iterations, The Training Error rate is 30.71, and the Test Error rate is 14.43
Running  89 Iterations, The Training Error rate is 30.61, and the Test Error rate is 14.42
Running  90 Iterations, The Training Error rate is 30.51, and the Test Error rate is 14.41
Running  91 Iterations, The Training Error rate is 30.41, and the Test Error rate is 14.40
Running  92 Iterations, The Training Error rate is 30.31, and the Test Error rate is 14.39
Running  93 Iterations, The Training Error rate is 30.22, and the Test Error rate is 14.38
Running  94 Iterations, The Training Error rate is 30.13, and the Test Error rate is 14.37
Running  95 Iterations, The Training Error rate is 30.03, and the Test Error rate is 14.36
Running  96 Iterations, The Training Error rate is 29.94, and the Test Error rate is 14.35
Running  97 Iterations, The Training Error rate is 29.86, and the Test Error rate is 14.34
Running  98 Iterations, The Training Error rate is 29.77, and the Test Error rate is 14.33
Running  99 Iterations, The Training Error rate is 29.68, and the Test Error rate is 14.32
Running  100 Iterations, The Training Error rate is 29.60, and the Test Error rate is 14.31
Running  101 Iterations, The Training Error rate is 29.51, and the Test Error rate is 14.30
Running  102 Iterations, The Training Error rate is 29.43, and the Test Error rate is 14.29
Running  103 Iterations, The Training Error rate is 29.35, and the Test Error rate is 14.28
Running  104 Iterations, The Training Error rate is 29.27, and the Test Error rate is 14.28
Running  105 Iterations, The Training Error rate is 29.19, and the Test Error rate is 14.27
Running  106 Iterations, The Training Error rate is 29.11, and the Test Error rate is 14.26
Running  107 Iterations, The Training Error rate is 29.04, and the Test Error rate is 14.25
Running  108 Iterations, The Training Error rate is 28.96, and the Test Error rate is 14.24
Running  109 Iterations, The Training Error rate is 28.89, and the Test Error rate is 14.24
Running  110 Iterations, The Training Error rate is 28.81, and the Test Error rate is 14.23
Running  111 Iterations, The Training Error rate is 28.74, and the Test Error rate is 14.22
Running  112 Iterations, The Training Error rate is 28.67, and the Test Error rate is 14.22
Running  113 Iterations, The Training Error rate is 28.60, and the Test Error rate is 14.21
Running  114 Iterations, The Training Error rate is 28.53, and the Test Error rate is 14.20
Running  115 Iterations, The Training Error rate is 28.46, and the Test Error rate is 14.20
Running  116 Iterations, The Training Error rate is 28.40, and the Test Error rate is 14.19
Running  117 Iterations, The Training Error rate is 28.33, and the Test Error rate is 14.18
Running  118 Iterations, The Training Error rate is 28.27, and the Test Error rate is 14.18
Running  119 Iterations, The Training Error rate is 28.20, and the Test Error rate is 14.17
Running  120 Iterations, The Training Error rate is 28.14, and the Test Error rate is 14.16
Running  121 Iterations, The Training Error rate is 28.08, and the Test Error rate is 14.16
Running  122 Iterations, The Training Error rate is 28.01, and the Test Error rate is 14.15
Running  123 Iterations, The Training Error rate is 27.95, and the Test Error rate is 14.15
Running  124 Iterations, The Training Error rate is 27.89, and the Test Error rate is 14.14
Running  125 Iterations, The Training Error rate is 27.83, and the Test Error rate is 14.14
Running  126 Iterations, The Training Error rate is 27.77, and the Test Error rate is 14.13
Running  127 Iterations, The Training Error rate is 27.72, and the Test Error rate is 14.13
Running  128 Iterations, The Training Error rate is 27.66, and the Test Error rate is 14.12
Running  129 Iterations, The Training Error rate is 27.60, and the Test Error rate is 14.12
Running  130 Iterations, The Training Error rate is 27.55, and the Test Error rate is 14.11
Running  131 Iterations, The Training Error rate is 27.49, and the Test Error rate is 14.11
Running  132 Iterations, The Training Error rate is 27.44, and the Test Error rate is 14.10
Running  133 Iterations, The Training Error rate is 27.38, and the Test Error rate is 14.10
Running  134 Iterations, The Training Error rate is 27.33, and the Test Error rate is 14.09
Running  135 Iterations, The Training Error rate is 27.28, and the Test Error rate is 14.09
Running  136 Iterations, The Training Error rate is 27.23, and the Test Error rate is 14.09
Running  137 Iterations, The Training Error rate is 27.18, and the Test Error rate is 14.08
Running  138 Iterations, The Training Error rate is 27.13, and the Test Error rate is 14.08
Running  139 Iterations, The Training Error rate is 27.08, and the Test Error rate is 14.07
Running  140 Iterations, The Training Error rate is 27.03, and the Test Error rate is 14.07
Running  141 Iterations, The Training Error rate is 26.98, and the Test Error rate is 14.06
Running  142 Iterations, The Training Error rate is 26.93, and the Test Error rate is 14.06
Running  143 Iterations, The Training Error rate is 26.88, and the Test Error rate is 14.06
Running  144 Iterations, The Training Error rate is 26.84, and the Test Error rate is 14.05
Running  145 Iterations, The Training Error rate is 26.79, and the Test Error rate is 14.05
Running  146 Iterations, The Training Error rate is 26.75, and the Test Error rate is 14.05
Running  147 Iterations, The Training Error rate is 26.70, and the Test Error rate is 14.04
Running  148 Iterations, The Training Error rate is 26.66, and the Test Error rate is 14.04
Running  149 Iterations, The Training Error rate is 26.61, and the Test Error rate is 14.04
Running  150 Iterations, The Training Error rate is 26.57, and the Test Error rate is 14.03
Running  151 Iterations, The Training Error rate is 26.53, and the Test Error rate is 14.03
Running  152 Iterations, The Training Error rate is 26.48, and the Test Error rate is 14.03
Running  153 Iterations, The Training Error rate is 26.44, and the Test Error rate is 14.02
Running  154 Iterations, The Training Error rate is 26.40, and the Test Error rate is 14.02
Running  155 Iterations, The Training Error rate is 26.36, and the Test Error rate is 14.02
Running  156 Iterations, The Training Error rate is 26.32, and the Test Error rate is 14.01
Running  157 Iterations, The Training Error rate is 26.28, and the Test Error rate is 14.01
Running  158 Iterations, The Training Error rate is 26.24, and the Test Error rate is 14.01
Running  159 Iterations, The Training Error rate is 26.20, and the Test Error rate is 14.01
Running  160 Iterations, The Training Error rate is 26.16, and the Test Error rate is 14.00
Running  161 Iterations, The Training Error rate is 26.12, and the Test Error rate is 14.00
Running  162 Iterations, The Training Error rate is 26.08, and the Test Error rate is 14.00
Running  163 Iterations, The Training Error rate is 26.05, and the Test Error rate is 14.00
Running  164 Iterations, The Training Error rate is 26.01, and the Test Error rate is 13.99
Running  165 Iterations, The Training Error rate is 25.97, and the Test Error rate is 13.99
Running  166 Iterations, The Training Error rate is 25.94, and the Test Error rate is 13.99
Running  167 Iterations, The Training Error rate is 25.90, and the Test Error rate is 13.99
Running  168 Iterations, The Training Error rate is 25.86, and the Test Error rate is 13.98
Running  169 Iterations, The Training Error rate is 25.83, and the Test Error rate is 13.98
Running  170 Iterations, The Training Error rate is 25.79, and the Test Error rate is 13.98
Running  171 Iterations, The Training Error rate is 25.76, and the Test Error rate is 13.98
Running  172 Iterations, The Training Error rate is 25.73, and the Test Error rate is 13.97
Running  173 Iterations, The Training Error rate is 25.69, and the Test Error rate is 13.97
Running  174 Iterations, The Training Error rate is 25.66, and the Test Error rate is 13.97
Running  175 Iterations, The Training Error rate is 25.63, and the Test Error rate is 13.97
Running  176 Iterations, The Training Error rate is 25.59, and the Test Error rate is 13.96
Running  177 Iterations, The Training Error rate is 25.56, and the Test Error rate is 13.96
Running  178 Iterations, The Training Error rate is 25.53, and the Test Error rate is 13.96
Running  179 Iterations, The Training Error rate is 25.50, and the Test Error rate is 13.96
Running  180 Iterations, The Training Error rate is 25.47, and the Test Error rate is 13.96
Running  181 Iterations, The Training Error rate is 25.44, and the Test Error rate is 13.95
Running  182 Iterations, The Training Error rate is 25.40, and the Test Error rate is 13.95
Running  183 Iterations, The Training Error rate is 25.37, and the Test Error rate is 13.95
Running  184 Iterations, The Training Error rate is 25.34, and the Test Error rate is 13.95
Running  185 Iterations, The Training Error rate is 25.31, and the Test Error rate is 13.95
Running  186 Iterations, The Training Error rate is 25.28, and the Test Error rate is 13.95
Running  187 Iterations, The Training Error rate is 25.26, and the Test Error rate is 13.94
Running  188 Iterations, The Training Error rate is 25.23, and the Test Error rate is 13.94
Running  189 Iterations, The Training Error rate is 25.20, and the Test Error rate is 13.94
Running  190 Iterations, The Training Error rate is 25.17, and the Test Error rate is 13.94
Running  191 Iterations, The Training Error rate is 25.14, and the Test Error rate is 13.94
Running  192 Iterations, The Training Error rate is 25.11, and the Test Error rate is 13.94
Running  193 Iterations, The Training Error rate is 25.09, and the Test Error rate is 13.93
Running  194 Iterations, The Training Error rate is 25.06, and the Test Error rate is 13.93
Running  195 Iterations, The Training Error rate is 25.03, and the Test Error rate is 13.93
Running  196 Iterations, The Training Error rate is 25.01, and the Test Error rate is 13.93
Running  197 Iterations, The Training Error rate is 24.98, and the Test Error rate is 13.93
Running  198 Iterations, The Training Error rate is 24.95, and the Test Error rate is 13.93
Running  199 Iterations, The Training Error rate is 24.93, and the Test Error rate is 13.93
Running  200 Iterations, The Training Error rate is 24.90, and the Test Error rate is 13.92
Running  201 Iterations, The Training Error rate is 24.88, and the Test Error rate is 13.92
Running  202 Iterations, The Training Error rate is 24.85, and the Test Error rate is 13.92
Running  203 Iterations, The Training Error rate is 24.83, and the Test Error rate is 13.92
Running  204 Iterations, The Training Error rate is 24.80, and the Test Error rate is 13.92
Running  205 Iterations, The Training Error rate is 24.78, and the Test Error rate is 13.92
Running  206 Iterations, The Training Error rate is 24.75, and the Test Error rate is 13.92
Running  207 Iterations, The Training Error rate is 24.73, and the Test Error rate is 13.91
Running  208 Iterations, The Training Error rate is 24.71, and the Test Error rate is 13.91
Running  209 Iterations, The Training Error rate is 24.68, and the Test Error rate is 13.91
Running  210 Iterations, The Training Error rate is 24.66, and the Test Error rate is 13.91
Running  211 Iterations, The Training Error rate is 24.64, and the Test Error rate is 13.91
Running  212 Iterations, The Training Error rate is 24.61, and the Test Error rate is 13.91
Running  213 Iterations, The Training Error rate is 24.59, and the Test Error rate is 13.91
Running  214 Iterations, The Training Error rate is 24.57, and the Test Error rate is 13.91
Running  215 Iterations, The Training Error rate is 24.55, and the Test Error rate is 13.90
Running  216 Iterations, The Training Error rate is 24.53, and the Test Error rate is 13.90
Running  217 Iterations, The Training Error rate is 24.50, and the Test Error rate is 13.90
Running  218 Iterations, The Training Error rate is 24.48, and the Test Error rate is 13.90
Running  219 Iterations, The Training Error rate is 24.46, and the Test Error rate is 13.90
Running  220 Iterations, The Training Error rate is 24.44, and the Test Error rate is 13.90
Running  221 Iterations, The Training Error rate is 24.42, and the Test Error rate is 13.90
Running  222 Iterations, The Training Error rate is 24.40, and the Test Error rate is 13.90
Running  223 Iterations, The Training Error rate is 24.38, and the Test Error rate is 13.90
Running  224 Iterations, The Training Error rate is 24.36, and the Test Error rate is 13.90
Running  225 Iterations, The Training Error rate is 24.34, and the Test Error rate is 13.89
Running  226 Iterations, The Training Error rate is 24.32, and the Test Error rate is 13.89
Running  227 Iterations, The Training Error rate is 24.30, and the Test Error rate is 13.89
Running  228 Iterations, The Training Error rate is 24.28, and the Test Error rate is 13.89
Running  229 Iterations, The Training Error rate is 24.26, and the Test Error rate is 13.89
Running  230 Iterations, The Training Error rate is 24.24, and the Test Error rate is 13.89
Running  231 Iterations, The Training Error rate is 24.22, and the Test Error rate is 13.89
Running  232 Iterations, The Training Error rate is 24.20, and the Test Error rate is 13.89
Running  233 Iterations, The Training Error rate is 24.18, and the Test Error rate is 13.89
Running  234 Iterations, The Training Error rate is 24.16, and the Test Error rate is 13.89
Running  235 Iterations, The Training Error rate is 24.14, and the Test Error rate is 13.89
Running  236 Iterations, The Training Error rate is 24.13, and the Test Error rate is 13.88
Running  237 Iterations, The Training Error rate is 24.11, and the Test Error rate is 13.88
Running  238 Iterations, The Training Error rate is 24.09, and the Test Error rate is 13.88
Running  239 Iterations, The Training Error rate is 24.07, and the Test Error rate is 13.88
Running  240 Iterations, The Training Error rate is 24.05, and the Test Error rate is 13.88
Running  241 Iterations, The Training Error rate is 24.04, and the Test Error rate is 13.88
Running  242 Iterations, The Training Error rate is 24.02, and the Test Error rate is 13.88
Running  243 Iterations, The Training Error rate is 24.00, and the Test Error rate is 13.88
Running  244 Iterations, The Training Error rate is 23.99, and the Test Error rate is 13.88
Running  245 Iterations, The Training Error rate is 23.97, and the Test Error rate is 13.88
Running  246 Iterations, The Training Error rate is 23.95, and the Test Error rate is 13.88
Running  247 Iterations, The Training Error rate is 23.94, and the Test Error rate is 13.88
Running  248 Iterations, The Training Error rate is 23.92, and the Test Error rate is 13.88
Running  249 Iterations, The Training Error rate is 23.90, and the Test Error rate is 13.87
Running  250 Iterations, The Training Error rate is 23.89, and the Test Error rate is 13.87
Running  251 Iterations, The Training Error rate is 23.87, and the Test Error rate is 13.87
Running  252 Iterations, The Training Error rate is 23.85, and the Test Error rate is 13.87
Running  253 Iterations, The Training Error rate is 23.84, and the Test Error rate is 13.87
Running  254 Iterations, The Training Error rate is 23.82, and the Test Error rate is 13.87
Running  255 Iterations, The Training Error rate is 23.81, and the Test Error rate is 13.87
Running  256 Iterations, The Training Error rate is 23.79, and the Test Error rate is 13.87
Running  257 Iterations, The Training Error rate is 23.78, and the Test Error rate is 13.87
Running  258 Iterations, The Training Error rate is 23.76, and the Test Error rate is 13.87
Running  259 Iterations, The Training Error rate is 23.75, and the Test Error rate is 13.87
Running  260 Iterations, The Training Error rate is 23.73, and the Test Error rate is 13.87
Running  261 Iterations, The Training Error rate is 23.72, and the Test Error rate is 13.87
Running  262 Iterations, The Training Error rate is 23.70, and the Test Error rate is 13.87
Running  263 Iterations, The Training Error rate is 23.69, and the Test Error rate is 13.87
Running  264 Iterations, The Training Error rate is 23.67, and the Test Error rate is 13.87
Running  265 Iterations, The Training Error rate is 23.66, and the Test Error rate is 13.86
Running  266 Iterations, The Training Error rate is 23.65, and the Test Error rate is 13.86
Running  267 Iterations, The Training Error rate is 23.63, and the Test Error rate is 13.86
Running  268 Iterations, The Training Error rate is 23.62, and the Test Error rate is 13.86
Running  269 Iterations, The Training Error rate is 23.60, and the Test Error rate is 13.86
Running  270 Iterations, The Training Error rate is 23.59, and the Test Error rate is 13.86
Running  271 Iterations, The Training Error rate is 23.58, and the Test Error rate is 13.86
Running  272 Iterations, The Training Error rate is 23.56, and the Test Error rate is 13.86
Running  273 Iterations, The Training Error rate is 23.55, and the Test Error rate is 13.86
Running  274 Iterations, The Training Error rate is 23.54, and the Test Error rate is 13.86
Running  275 Iterations, The Training Error rate is 23.52, and the Test Error rate is 13.86
Running  276 Iterations, The Training Error rate is 23.51, and the Test Error rate is 13.86
Running  277 Iterations, The Training Error rate is 23.50, and the Test Error rate is 13.86
Running  278 Iterations, The Training Error rate is 23.49, and the Test Error rate is 13.86
Running  279 Iterations, The Training Error rate is 23.47, and the Test Error rate is 13.86
Running  280 Iterations, The Training Error rate is 23.46, and the Test Error rate is 13.86
Running  281 Iterations, The Training Error rate is 23.45, and the Test Error rate is 13.86
Running  282 Iterations, The Training Error rate is 23.44, and the Test Error rate is 13.86
Running  283 Iterations, The Training Error rate is 23.42, and the Test Error rate is 13.86
Running  284 Iterations, The Training Error rate is 23.41, and the Test Error rate is 13.86
Running  285 Iterations, The Training Error rate is 23.40, and the Test Error rate is 13.85
Running  286 Iterations, The Training Error rate is 23.39, and the Test Error rate is 13.85
Running  287 Iterations, The Training Error rate is 23.37, and the Test Error rate is 13.85
Running  288 Iterations, The Training Error rate is 23.36, and the Test Error rate is 13.85
Running  289 Iterations, The Training Error rate is 23.35, and the Test Error rate is 13.85
Running  290 Iterations, The Training Error rate is 23.34, and the Test Error rate is 13.85
Running  291 Iterations, The Training Error rate is 23.33, and the Test Error rate is 13.85
Running  292 Iterations, The Training Error rate is 23.32, and the Test Error rate is 13.85
Running  293 Iterations, The Training Error rate is 23.31, and the Test Error rate is 13.85
Running  294 Iterations, The Training Error rate is 23.29, and the Test Error rate is 13.85
Running  295 Iterations, The Training Error rate is 23.28, and the Test Error rate is 13.85
Running  296 Iterations, The Training Error rate is 23.27, and the Test Error rate is 13.85
Running  297 Iterations, The Training Error rate is 23.26, and the Test Error rate is 13.85
Running  298 Iterations, The Training Error rate is 23.25, and the Test Error rate is 13.85
Running  299 Iterations, The Training Error rate is 23.24, and the Test Error rate is 13.85
Running  300 Iterations, The Training Error rate is 23.23, and the Test Error rate is 13.85
Running  301 Iterations, The Training Error rate is 23.22, and the Test Error rate is 13.85
Running  302 Iterations, The Training Error rate is 23.21, and the Test Error rate is 13.85
Running  303 Iterations, The Training Error rate is 23.20, and the Test Error rate is 13.85
Running  304 Iterations, The Training Error rate is 23.19, and the Test Error rate is 13.85
Running  305 Iterations, The Training Error rate is 23.18, and the Test Error rate is 13.85
Running  306 Iterations, The Training Error rate is 23.17, and the Test Error rate is 13.85
Running  307 Iterations, The Training Error rate is 23.16, and the Test Error rate is 13.85
Running  308 Iterations, The Training Error rate is 23.15, and the Test Error rate is 13.85
Running  309 Iterations, The Training Error rate is 23.14, and the Test Error rate is 13.85
Running  310 Iterations, The Training Error rate is 23.13, and the Test Error rate is 13.85
Running  311 Iterations, The Training Error rate is 23.12, and the Test Error rate is 13.84
Running  312 Iterations, The Training Error rate is 23.11, and the Test Error rate is 13.84
Running  313 Iterations, The Training Error rate is 23.10, and the Test Error rate is 13.84
Running  314 Iterations, The Training Error rate is 23.09, and the Test Error rate is 13.84
Running  315 Iterations, The Training Error rate is 23.08, and the Test Error rate is 13.84
Running  316 Iterations, The Training Error rate is 23.07, and the Test Error rate is 13.84
Running  317 Iterations, The Training Error rate is 23.06, and the Test Error rate is 13.84
Running  318 Iterations, The Training Error rate is 23.05, and the Test Error rate is 13.84
Running  319 Iterations, The Training Error rate is 23.04, and the Test Error rate is 13.84
Running  320 Iterations, The Training Error rate is 23.03, and the Test Error rate is 13.84
Running  321 Iterations, The Training Error rate is 23.02, and the Test Error rate is 13.84
Running  322 Iterations, The Training Error rate is 23.01, and the Test Error rate is 13.84
Running  323 Iterations, The Training Error rate is 23.00, and the Test Error rate is 13.84
Running  324 Iterations, The Training Error rate is 22.99, and the Test Error rate is 13.84
Running  325 Iterations, The Training Error rate is 22.99, and the Test Error rate is 13.84
Running  326 Iterations, The Training Error rate is 22.98, and the Test Error rate is 13.84
Running  327 Iterations, The Training Error rate is 22.97, and the Test Error rate is 13.84
Running  328 Iterations, The Training Error rate is 22.96, and the Test Error rate is 13.84
Running  329 Iterations, The Training Error rate is 22.95, and the Test Error rate is 13.84
Running  330 Iterations, The Training Error rate is 22.94, and the Test Error rate is 13.84
Running  331 Iterations, The Training Error rate is 22.93, and the Test Error rate is 13.84
Running  332 Iterations, The Training Error rate is 22.93, and the Test Error rate is 13.84
Running  333 Iterations, The Training Error rate is 22.92, and the Test Error rate is 13.84
Running  334 Iterations, The Training Error rate is 22.91, and the Test Error rate is 13.84
Running  335 Iterations, The Training Error rate is 22.90, and the Test Error rate is 13.84
Running  336 Iterations, The Training Error rate is 22.89, and the Test Error rate is 13.84
Running  337 Iterations, The Training Error rate is 22.89, and the Test Error rate is 13.84
Running  338 Iterations, The Training Error rate is 22.88, and the Test Error rate is 13.84
Running  339 Iterations, The Training Error rate is 22.87, and the Test Error rate is 13.84
Running  340 Iterations, The Training Error rate is 22.86, and the Test Error rate is 13.84
Running  341 Iterations, The Training Error rate is 22.85, and the Test Error rate is 13.84
Running  342 Iterations, The Training Error rate is 22.85, and the Test Error rate is 13.84
Running  343 Iterations, The Training Error rate is 22.84, and the Test Error rate is 13.84
Running  344 Iterations, The Training Error rate is 22.83, and the Test Error rate is 13.84
Running  345 Iterations, The Training Error rate is 22.82, and the Test Error rate is 13.84
Running  346 Iterations, The Training Error rate is 22.82, and the Test Error rate is 13.84
Running  347 Iterations, The Training Error rate is 22.81, and the Test Error rate is 13.84
Running  348 Iterations, The Training Error rate is 22.80, and the Test Error rate is 13.83
Running  349 Iterations, The Training Error rate is 22.79, and the Test Error rate is 13.83
Running  350 Iterations, The Training Error rate is 22.79, and the Test Error rate is 13.83
Running  351 Iterations, The Training Error rate is 22.78, and the Test Error rate is 13.83
Running  352 Iterations, The Training Error rate is 22.77, and the Test Error rate is 13.83
Running  353 Iterations, The Training Error rate is 22.76, and the Test Error rate is 13.83
Running  354 Iterations, The Training Error rate is 22.76, and the Test Error rate is 13.83
Running  355 Iterations, The Training Error rate is 22.75, and the Test Error rate is 13.83
Running  356 Iterations, The Training Error rate is 22.74, and the Test Error rate is 13.83
Running  357 Iterations, The Training Error rate is 22.74, and the Test Error rate is 13.83
Running  358 Iterations, The Training Error rate is 22.73, and the Test Error rate is 13.83
Running  359 Iterations, The Training Error rate is 22.72, and the Test Error rate is 13.83
Running  360 Iterations, The Training Error rate is 22.72, and the Test Error rate is 13.83
Running  361 Iterations, The Training Error rate is 22.71, and the Test Error rate is 13.83
Running  362 Iterations, The Training Error rate is 22.70, and the Test Error rate is 13.83
Running  363 Iterations, The Training Error rate is 22.69, and the Test Error rate is 13.83
Running  364 Iterations, The Training Error rate is 22.69, and the Test Error rate is 13.83
Running  365 Iterations, The Training Error rate is 22.68, and the Test Error rate is 13.83
Running  366 Iterations, The Training Error rate is 22.68, and the Test Error rate is 13.83
Running  367 Iterations, The Training Error rate is 22.67, and the Test Error rate is 13.83
Running  368 Iterations, The Training Error rate is 22.66, and the Test Error rate is 13.83
Running  369 Iterations, The Training Error rate is 22.66, and the Test Error rate is 13.83
Running  370 Iterations, The Training Error rate is 22.65, and the Test Error rate is 13.83
Running  371 Iterations, The Training Error rate is 22.64, and the Test Error rate is 13.83
Running  372 Iterations, The Training Error rate is 22.64, and the Test Error rate is 13.83
Running  373 Iterations, The Training Error rate is 22.63, and the Test Error rate is 13.83
Running  374 Iterations, The Training Error rate is 22.62, and the Test Error rate is 13.83
Running  375 Iterations, The Training Error rate is 22.62, and the Test Error rate is 13.83
Running  376 Iterations, The Training Error rate is 22.61, and the Test Error rate is 13.83
Running  377 Iterations, The Training Error rate is 22.61, and the Test Error rate is 13.83
Running  378 Iterations, The Training Error rate is 22.60, and the Test Error rate is 13.83
Running  379 Iterations, The Training Error rate is 22.59, and the Test Error rate is 13.83
Running  380 Iterations, The Training Error rate is 22.59, and the Test Error rate is 13.83
Running  381 Iterations, The Training Error rate is 22.58, and the Test Error rate is 13.83
Running  382 Iterations, The Training Error rate is 22.58, and the Test Error rate is 13.83
Running  383 Iterations, The Training Error rate is 22.57, and the Test Error rate is 13.83
Running  384 Iterations, The Training Error rate is 22.57, and the Test Error rate is 13.83
Running  385 Iterations, The Training Error rate is 22.56, and the Test Error rate is 13.83
Running  386 Iterations, The Training Error rate is 22.55, and the Test Error rate is 13.83
Running  387 Iterations, The Training Error rate is 22.55, and the Test Error rate is 13.83
Running  388 Iterations, The Training Error rate is 22.54, and the Test Error rate is 13.83
Running  389 Iterations, The Training Error rate is 22.54, and the Test Error rate is 13.83
Running  390 Iterations, The Training Error rate is 22.53, and the Test Error rate is 13.83
Running  391 Iterations, The Training Error rate is 22.53, and the Test Error rate is 13.83
Running  392 Iterations, The Training Error rate is 22.52, and the Test Error rate is 13.83
Running  393 Iterations, The Training Error rate is 22.52, and the Test Error rate is 13.83
Running  394 Iterations, The Training Error rate is 22.51, and the Test Error rate is 13.83
Running  395 Iterations, The Training Error rate is 22.51, and the Test Error rate is 13.83
Running  396 Iterations, The Training Error rate is 22.50, and the Test Error rate is 13.83
Running  397 Iterations, The Training Error rate is 22.49, and the Test Error rate is 13.83
Running  398 Iterations, The Training Error rate is 22.49, and the Test Error rate is 13.83
Running  399 Iterations, The Training Error rate is 22.48, and the Test Error rate is 13.83
Running  400 Iterations, The Training Error rate is 22.48, and the Test Error rate is 13.83
Running  401 Iterations, The Training Error rate is 22.47, and the Test Error rate is 13.83
Running  402 Iterations, The Training Error rate is 22.47, and the Test Error rate is 13.83
Running  403 Iterations, The Training Error rate is 22.46, and the Test Error rate is 13.83
Running  404 Iterations, The Training Error rate is 22.46, and the Test Error rate is 13.83
Running  405 Iterations, The Training Error rate is 22.45, and the Test Error rate is 13.82
Running  406 Iterations, The Training Error rate is 22.45, and the Test Error rate is 13.82
Running  407 Iterations, The Training Error rate is 22.44, and the Test Error rate is 13.82
Running  408 Iterations, The Training Error rate is 22.44, and the Test Error rate is 13.82
Running  409 Iterations, The Training Error rate is 22.43, and the Test Error rate is 13.82
Running  410 Iterations, The Training Error rate is 22.43, and the Test Error rate is 13.82
Running  411 Iterations, The Training Error rate is 22.42, and the Test Error rate is 13.82
Running  412 Iterations, The Training Error rate is 22.42, and the Test Error rate is 13.82
Running  413 Iterations, The Training Error rate is 22.42, and the Test Error rate is 13.82
Running  414 Iterations, The Training Error rate is 22.41, and the Test Error rate is 13.82
Running  415 Iterations, The Training Error rate is 22.41, and the Test Error rate is 13.82
Running  416 Iterations, The Training Error rate is 22.40, and the Test Error rate is 13.82
Running  417 Iterations, The Training Error rate is 22.40, and the Test Error rate is 13.82
Running  418 Iterations, The Training Error rate is 22.39, and the Test Error rate is 13.82
Running  419 Iterations, The Training Error rate is 22.39, and the Test Error rate is 13.82
Running  420 Iterations, The Training Error rate is 22.38, and the Test Error rate is 13.82
Running  421 Iterations, The Training Error rate is 22.38, and the Test Error rate is 13.82
Running  422 Iterations, The Training Error rate is 22.37, and the Test Error rate is 13.82
Running  423 Iterations, The Training Error rate is 22.37, and the Test Error rate is 13.82
Running  424 Iterations, The Training Error rate is 22.37, and the Test Error rate is 13.82
Running  425 Iterations, The Training Error rate is 22.36, and the Test Error rate is 13.82
Running  426 Iterations, The Training Error rate is 22.36, and the Test Error rate is 13.82
Running  427 Iterations, The Training Error rate is 22.35, and the Test Error rate is 13.82
Running  428 Iterations, The Training Error rate is 22.35, and the Test Error rate is 13.82
Running  429 Iterations, The Training Error rate is 22.34, and the Test Error rate is 13.82
Running  430 Iterations, The Training Error rate is 22.34, and the Test Error rate is 13.82
Running  431 Iterations, The Training Error rate is 22.34, and the Test Error rate is 13.82
Running  432 Iterations, The Training Error rate is 22.33, and the Test Error rate is 13.82
Running  433 Iterations, The Training Error rate is 22.33, and the Test Error rate is 13.82
Running  434 Iterations, The Training Error rate is 22.32, and the Test Error rate is 13.82
Running  435 Iterations, The Training Error rate is 22.32, and the Test Error rate is 13.82
Running  436 Iterations, The Training Error rate is 22.32, and the Test Error rate is 13.82
Running  437 Iterations, The Training Error rate is 22.31, and the Test Error rate is 13.82
Running  438 Iterations, The Training Error rate is 22.31, and the Test Error rate is 13.82
Running  439 Iterations, The Training Error rate is 22.30, and the Test Error rate is 13.82
Running  440 Iterations, The Training Error rate is 22.30, and the Test Error rate is 13.82
Running  441 Iterations, The Training Error rate is 22.30, and the Test Error rate is 13.82
Running  442 Iterations, The Training Error rate is 22.29, and the Test Error rate is 13.82
Running  443 Iterations, The Training Error rate is 22.29, and the Test Error rate is 13.82
Running  444 Iterations, The Training Error rate is 22.29, and the Test Error rate is 13.82
Running  445 Iterations, The Training Error rate is 22.28, and the Test Error rate is 13.82
Running  446 Iterations, The Training Error rate is 22.28, and the Test Error rate is 13.82
Running  447 Iterations, The Training Error rate is 22.27, and the Test Error rate is 13.82
Running  448 Iterations, The Training Error rate is 22.27, and the Test Error rate is 13.82
Running  449 Iterations, The Training Error rate is 22.27, and the Test Error rate is 13.82
Running  450 Iterations, The Training Error rate is 22.26, and the Test Error rate is 13.82
Running  451 Iterations, The Training Error rate is 22.26, and the Test Error rate is 13.82
Running  452 Iterations, The Training Error rate is 22.26, and the Test Error rate is 13.82
Running  453 Iterations, The Training Error rate is 22.25, and the Test Error rate is 13.82
Running  454 Iterations, The Training Error rate is 22.25, and the Test Error rate is 13.82
Running  455 Iterations, The Training Error rate is 22.25, and the Test Error rate is 13.82
Running  456 Iterations, The Training Error rate is 22.24, and the Test Error rate is 13.82
Running  457 Iterations, The Training Error rate is 22.24, and the Test Error rate is 13.82
Running  458 Iterations, The Training Error rate is 22.23, and the Test Error rate is 13.82
Running  459 Iterations, The Training Error rate is 22.23, and the Test Error rate is 13.82
Running  460 Iterations, The Training Error rate is 22.23, and the Test Error rate is 13.82
Running  461 Iterations, The Training Error rate is 22.22, and the Test Error rate is 13.82
Running  462 Iterations, The Training Error rate is 22.22, and the Test Error rate is 13.82
Running  463 Iterations, The Training Error rate is 22.22, and the Test Error rate is 13.82
Running  464 Iterations, The Training Error rate is 22.21, and the Test Error rate is 13.82
Running  465 Iterations, The Training Error rate is 22.21, and the Test Error rate is 13.82
Running  466 Iterations, The Training Error rate is 22.21, and the Test Error rate is 13.82
Running  467 Iterations, The Training Error rate is 22.20, and the Test Error rate is 13.82
Running  468 Iterations, The Training Error rate is 22.20, and the Test Error rate is 13.82
Running  469 Iterations, The Training Error rate is 22.20, and the Test Error rate is 13.82
Running  470 Iterations, The Training Error rate is 22.19, and the Test Error rate is 13.82
Running  471 Iterations, The Training Error rate is 22.19, and the Test Error rate is 13.82
Running  472 Iterations, The Training Error rate is 22.19, and the Test Error rate is 13.82
Running  473 Iterations, The Training Error rate is 22.19, and the Test Error rate is 13.82
Running  474 Iterations, The Training Error rate is 22.18, and the Test Error rate is 13.82
Running  475 Iterations, The Training Error rate is 22.18, and the Test Error rate is 13.82
Running  476 Iterations, The Training Error rate is 22.18, and the Test Error rate is 13.82
Running  477 Iterations, The Training Error rate is 22.17, and the Test Error rate is 13.82
Running  478 Iterations, The Training Error rate is 22.17, and the Test Error rate is 13.82
Running  479 Iterations, The Training Error rate is 22.17, and the Test Error rate is 13.82
Running  480 Iterations, The Training Error rate is 22.16, and the Test Error rate is 13.82
Running  481 Iterations, The Training Error rate is 22.16, and the Test Error rate is 13.82
Running  482 Iterations, The Training Error rate is 22.16, and the Test Error rate is 13.82
Running  483 Iterations, The Training Error rate is 22.16, and the Test Error rate is 13.82
Running  484 Iterations, The Training Error rate is 22.15, and the Test Error rate is 13.82
Running  485 Iterations, The Training Error rate is 22.15, and the Test Error rate is 13.82
Running  486 Iterations, The Training Error rate is 22.15, and the Test Error rate is 13.82
Running  487 Iterations, The Training Error rate is 22.14, and the Test Error rate is 13.82
Running  488 Iterations, The Training Error rate is 22.14, and the Test Error rate is 13.82
Running  489 Iterations, The Training Error rate is 22.14, and the Test Error rate is 13.82
Running  490 Iterations, The Training Error rate is 22.14, and the Test Error rate is 13.82
Running  491 Iterations, The Training Error rate is 22.13, and the Test Error rate is 13.82
Running  492 Iterations, The Training Error rate is 22.13, and the Test Error rate is 13.82
Running  493 Iterations, The Training Error rate is 22.13, and the Test Error rate is 13.82
Running  494 Iterations, The Training Error rate is 22.12, and the Test Error rate is 13.82
Running  495 Iterations, The Training Error rate is 22.12, and the Test Error rate is 13.82
Running  496 Iterations, The Training Error rate is 22.12, and the Test Error rate is 13.82
Running  497 Iterations, The Training Error rate is 22.12, and the Test Error rate is 13.82
Running  498 Iterations, The Training Error rate is 22.11, and the Test Error rate is 13.82
Running  499 Iterations, The Training Error rate is 22.11, and the Test Error rate is 13.82
Running  500 Iterations, The Training Error rate is 22.11, and the Test Error rate is 13.82
Running  501 Iterations, The Training Error rate is 22.11, and the Test Error rate is 13.82
Running  502 Iterations, The Training Error rate is 22.10, and the Test Error rate is 13.82
Running  503 Iterations, The Training Error rate is 22.10, and the Test Error rate is 13.82
Running  504 Iterations, The Training Error rate is 22.10, and the Test Error rate is 13.82
Running  505 Iterations, The Training Error rate is 22.10, and the Test Error rate is 13.82
Running  506 Iterations, The Training Error rate is 22.09, and the Test Error rate is 13.82
Running  507 Iterations, The Training Error rate is 22.09, and the Test Error rate is 13.81
Running  508 Iterations, The Training Error rate is 22.09, and the Test Error rate is 13.81
Running  509 Iterations, The Training Error rate is 22.09, and the Test Error rate is 13.81
Running  510 Iterations, The Training Error rate is 22.08, and the Test Error rate is 13.81
Running  511 Iterations, The Training Error rate is 22.08, and the Test Error rate is 13.81
Running  512 Iterations, The Training Error rate is 22.08, and the Test Error rate is 13.81
Running  513 Iterations, The Training Error rate is 22.08, and the Test Error rate is 13.81
Running  514 Iterations, The Training Error rate is 22.07, and the Test Error rate is 13.81
Running  515 Iterations, The Training Error rate is 22.07, and the Test Error rate is 13.81
Running  516 Iterations, The Training Error rate is 22.07, and the Test Error rate is 13.81
Running  517 Iterations, The Training Error rate is 22.07, and the Test Error rate is 13.81
Running  518 Iterations, The Training Error rate is 22.06, and the Test Error rate is 13.81
Running  519 Iterations, The Training Error rate is 22.06, and the Test Error rate is 13.81
Running  520 Iterations, The Training Error rate is 22.06, and the Test Error rate is 13.81
Running  521 Iterations, The Training Error rate is 22.06, and the Test Error rate is 13.81
Running  522 Iterations, The Training Error rate is 22.05, and the Test Error rate is 13.81
Running  523 Iterations, The Training Error rate is 22.05, and the Test Error rate is 13.81
Running  524 Iterations, The Training Error rate is 22.05, and the Test Error rate is 13.81
Running  525 Iterations, The Training Error rate is 22.05, and the Test Error rate is 13.81
Running  526 Iterations, The Training Error rate is 22.05, and the Test Error rate is 13.81
Running  527 Iterations, The Training Error rate is 22.04, and the Test Error rate is 13.81
Running  528 Iterations, The Training Error rate is 22.04, and the Test Error rate is 13.81
Running  529 Iterations, The Training Error rate is 22.04, and the Test Error rate is 13.81
Running  530 Iterations, The Training Error rate is 22.04, and the Test Error rate is 13.81
Running  531 Iterations, The Training Error rate is 22.03, and the Test Error rate is 13.81
Running  532 Iterations, The Training Error rate is 22.03, and the Test Error rate is 13.81
Running  533 Iterations, The Training Error rate is 22.03, and the Test Error rate is 13.81
Running  534 Iterations, The Training Error rate is 22.03, and the Test Error rate is 13.81
Running  535 Iterations, The Training Error rate is 22.03, and the Test Error rate is 13.81
Running  536 Iterations, The Training Error rate is 22.02, and the Test Error rate is 13.81
Running  537 Iterations, The Training Error rate is 22.02, and the Test Error rate is 13.81
Running  538 Iterations, The Training Error rate is 22.02, and the Test Error rate is 13.81
Running  539 Iterations, The Training Error rate is 22.02, and the Test Error rate is 13.81
Running  540 Iterations, The Training Error rate is 22.02, and the Test Error rate is 13.81
Running  541 Iterations, The Training Error rate is 22.01, and the Test Error rate is 13.81
Running  542 Iterations, The Training Error rate is 22.01, and the Test Error rate is 13.81
Running  543 Iterations, The Training Error rate is 22.01, and the Test Error rate is 13.81
Running  544 Iterations, The Training Error rate is 22.01, and the Test Error rate is 13.81
Running  545 Iterations, The Training Error rate is 22.01, and the Test Error rate is 13.81
Running  546 Iterations, The Training Error rate is 22.00, and the Test Error rate is 13.81
Running  547 Iterations, The Training Error rate is 22.00, and the Test Error rate is 13.81
Running  548 Iterations, The Training Error rate is 22.00, and the Test Error rate is 13.81
Running  549 Iterations, The Training Error rate is 22.00, and the Test Error rate is 13.81
Running  550 Iterations, The Training Error rate is 22.00, and the Test Error rate is 13.81
Running  551 Iterations, The Training Error rate is 21.99, and the Test Error rate is 13.81
Running  552 Iterations, The Training Error rate is 21.99, and the Test Error rate is 13.81
Running  553 Iterations, The Training Error rate is 21.99, and the Test Error rate is 13.81
Running  554 Iterations, The Training Error rate is 21.99, and the Test Error rate is 13.81
Running  555 Iterations, The Training Error rate is 21.99, and the Test Error rate is 13.81
Running  556 Iterations, The Training Error rate is 21.98, and the Test Error rate is 13.81
Running  557 Iterations, The Training Error rate is 21.98, and the Test Error rate is 13.81
Running  558 Iterations, The Training Error rate is 21.98, and the Test Error rate is 13.81
Running  559 Iterations, The Training Error rate is 21.98, and the Test Error rate is 13.81
Running  560 Iterations, The Training Error rate is 21.98, and the Test Error rate is 13.81
Running  561 Iterations, The Training Error rate is 21.98, and the Test Error rate is 13.81
Running  562 Iterations, The Training Error rate is 21.97, and the Test Error rate is 13.81
Running  563 Iterations, The Training Error rate is 21.97, and the Test Error rate is 13.81
Running  564 Iterations, The Training Error rate is 21.97, and the Test Error rate is 13.81
Running  565 Iterations, The Training Error rate is 21.97, and the Test Error rate is 13.81
Running  566 Iterations, The Training Error rate is 21.97, and the Test Error rate is 13.81
Running  567 Iterations, The Training Error rate is 21.96, and the Test Error rate is 13.81
Running  568 Iterations, The Training Error rate is 21.96, and the Test Error rate is 13.81
Running  569 Iterations, The Training Error rate is 21.96, and the Test Error rate is 13.81
Running  570 Iterations, The Training Error rate is 21.96, and the Test Error rate is 13.81
Running  571 Iterations, The Training Error rate is 21.96, and the Test Error rate is 13.81
Running  572 Iterations, The Training Error rate is 21.96, and the Test Error rate is 13.81
Running  573 Iterations, The Training Error rate is 21.95, and the Test Error rate is 13.81
Running  574 Iterations, The Training Error rate is 21.95, and the Test Error rate is 13.81
Running  575 Iterations, The Training Error rate is 21.95, and the Test Error rate is 13.81
Running  576 Iterations, The Training Error rate is 21.95, and the Test Error rate is 13.81
Running  577 Iterations, The Training Error rate is 21.95, and the Test Error rate is 13.81
Running  578 Iterations, The Training Error rate is 21.95, and the Test Error rate is 13.81
Running  579 Iterations, The Training Error rate is 21.94, and the Test Error rate is 13.81
Running  580 Iterations, The Training Error rate is 21.94, and the Test Error rate is 13.81
Running  581 Iterations, The Training Error rate is 21.94, and the Test Error rate is 13.81
Running  582 Iterations, The Training Error rate is 21.94, and the Test Error rate is 13.81
Running  583 Iterations, The Training Error rate is 21.94, and the Test Error rate is 13.81
Running  584 Iterations, The Training Error rate is 21.94, and the Test Error rate is 13.81
Running  585 Iterations, The Training Error rate is 21.94, and the Test Error rate is 13.81
Running  586 Iterations, The Training Error rate is 21.93, and the Test Error rate is 13.81
Running  587 Iterations, The Training Error rate is 21.93, and the Test Error rate is 13.81
Running  588 Iterations, The Training Error rate is 21.93, and the Test Error rate is 13.81
Running  589 Iterations, The Training Error rate is 21.93, and the Test Error rate is 13.81
Running  590 Iterations, The Training Error rate is 21.93, and the Test Error rate is 13.81
Running  591 Iterations, The Training Error rate is 21.93, and the Test Error rate is 13.81
Running  592 Iterations, The Training Error rate is 21.92, and the Test Error rate is 13.81
Running  593 Iterations, The Training Error rate is 21.92, and the Test Error rate is 13.81
Running  594 Iterations, The Training Error rate is 21.92, and the Test Error rate is 13.81
Running  595 Iterations, The Training Error rate is 21.92, and the Test Error rate is 13.81
Running  596 Iterations, The Training Error rate is 21.92, and the Test Error rate is 13.81
Running  597 Iterations, The Training Error rate is 21.92, and the Test Error rate is 13.81
Running  598 Iterations, The Training Error rate is 21.92, and the Test Error rate is 13.81
Running  599 Iterations, The Training Error rate is 21.91, and the Test Error rate is 13.81
Running  600 Iterations, The Training Error rate is 21.91, and the Test Error rate is 13.81
Running  601 Iterations, The Training Error rate is 21.91, and the Test Error rate is 13.81
Running  602 Iterations, The Training Error rate is 21.91, and the Test Error rate is 13.81
Running  603 Iterations, The Training Error rate is 21.91, and the Test Error rate is 13.81
Running  604 Iterations, The Training Error rate is 21.91, and the Test Error rate is 13.81
Running  605 Iterations, The Training Error rate is 21.91, and the Test Error rate is 13.81
Running  606 Iterations, The Training Error rate is 21.90, and the Test Error rate is 13.81
Running  607 Iterations, The Training Error rate is 21.90, and the Test Error rate is 13.81
Running  608 Iterations, The Training Error rate is 21.90, and the Test Error rate is 13.81
Running  609 Iterations, The Training Error rate is 21.90, and the Test Error rate is 13.81
Running  610 Iterations, The Training Error rate is 21.90, and the Test Error rate is 13.81
Running  611 Iterations, The Training Error rate is 21.90, and the Test Error rate is 13.81
Running  612 Iterations, The Training Error rate is 21.90, and the Test Error rate is 13.81
Running  613 Iterations, The Training Error rate is 21.90, and the Test Error rate is 13.81
Running  614 Iterations, The Training Error rate is 21.89, and the Test Error rate is 13.81
Running  615 Iterations, The Training Error rate is 21.89, and the Test Error rate is 13.81
Running  616 Iterations, The Training Error rate is 21.89, and the Test Error rate is 13.81
Running  617 Iterations, The Training Error rate is 21.89, and the Test Error rate is 13.81
Running  618 Iterations, The Training Error rate is 21.89, and the Test Error rate is 13.81
Running  619 Iterations, The Training Error rate is 21.89, and the Test Error rate is 13.81
Running  620 Iterations, The Training Error rate is 21.89, and the Test Error rate is 13.81
Running  621 Iterations, The Training Error rate is 21.89, and the Test Error rate is 13.81
Running  622 Iterations, The Training Error rate is 21.88, and the Test Error rate is 13.81
Running  623 Iterations, The Training Error rate is 21.88, and the Test Error rate is 13.81
Running  624 Iterations, The Training Error rate is 21.88, and the Test Error rate is 13.81
Running  625 Iterations, The Training Error rate is 21.88, and the Test Error rate is 13.81
Running  626 Iterations, The Training Error rate is 21.88, and the Test Error rate is 13.81
Running  627 Iterations, The Training Error rate is 21.88, and the Test Error rate is 13.81
Running  628 Iterations, The Training Error rate is 21.88, and the Test Error rate is 13.81
Running  629 Iterations, The Training Error rate is 21.88, and the Test Error rate is 13.81
Running  630 Iterations, The Training Error rate is 21.87, and the Test Error rate is 13.81
Running  631 Iterations, The Training Error rate is 21.87, and the Test Error rate is 13.81
Running  632 Iterations, The Training Error rate is 21.87, and the Test Error rate is 13.81
Running  633 Iterations, The Training Error rate is 21.87, and the Test Error rate is 13.81
Running  634 Iterations, The Training Error rate is 21.87, and the Test Error rate is 13.81
Running  635 Iterations, The Training Error rate is 21.87, and the Test Error rate is 13.81
Running  636 Iterations, The Training Error rate is 21.87, and the Test Error rate is 13.81
Running  637 Iterations, The Training Error rate is 21.87, and the Test Error rate is 13.81
Running  638 Iterations, The Training Error rate is 21.87, and the Test Error rate is 13.81
Running  639 Iterations, The Training Error rate is 21.86, and the Test Error rate is 13.81
Running  640 Iterations, The Training Error rate is 21.86, and the Test Error rate is 13.81
Running  641 Iterations, The Training Error rate is 21.86, and the Test Error rate is 13.81
Running  642 Iterations, The Training Error rate is 21.86, and the Test Error rate is 13.81
Running  643 Iterations, The Training Error rate is 21.86, and the Test Error rate is 13.81
Running  644 Iterations, The Training Error rate is 21.86, and the Test Error rate is 13.81
Running  645 Iterations, The Training Error rate is 21.86, and the Test Error rate is 13.81
Running  646 Iterations, The Training Error rate is 21.86, and the Test Error rate is 13.81
Running  647 Iterations, The Training Error rate is 21.86, and the Test Error rate is 13.81
Running  648 Iterations, The Training Error rate is 21.85, and the Test Error rate is 13.81
Running  649 Iterations, The Training Error rate is 21.85, and the Test Error rate is 13.81
Running  650 Iterations, The Training Error rate is 21.85, and the Test Error rate is 13.81
Running  651 Iterations, The Training Error rate is 21.85, and the Test Error rate is 13.81
Running  652 Iterations, The Training Error rate is 21.85, and the Test Error rate is 13.81
Running  653 Iterations, The Training Error rate is 21.85, and the Test Error rate is 13.81
Running  654 Iterations, The Training Error rate is 21.85, and the Test Error rate is 13.81
Running  655 Iterations, The Training Error rate is 21.85, and the Test Error rate is 13.81
Running  656 Iterations, The Training Error rate is 21.85, and the Test Error rate is 13.81
Running  657 Iterations, The Training Error rate is 21.84, and the Test Error rate is 13.81
Running  658 Iterations, The Training Error rate is 21.84, and the Test Error rate is 13.81
Running  659 Iterations, The Training Error rate is 21.84, and the Test Error rate is 13.81
Running  660 Iterations, The Training Error rate is 21.84, and the Test Error rate is 13.81
Running  661 Iterations, The Training Error rate is 21.84, and the Test Error rate is 13.81
Running  662 Iterations, The Training Error rate is 21.84, and the Test Error rate is 13.81
Running  663 Iterations, The Training Error rate is 21.84, and the Test Error rate is 13.81
Running  664 Iterations, The Training Error rate is 21.84, and the Test Error rate is 13.81
Running  665 Iterations, The Training Error rate is 21.84, and the Test Error rate is 13.81
Running  666 Iterations, The Training Error rate is 21.84, and the Test Error rate is 13.81
Running  667 Iterations, The Training Error rate is 21.84, and the Test Error rate is 13.81
Running  668 Iterations, The Training Error rate is 21.83, and the Test Error rate is 13.81
Running  669 Iterations, The Training Error rate is 21.83, and the Test Error rate is 13.81
Running  670 Iterations, The Training Error rate is 21.83, and the Test Error rate is 13.81
Running  671 Iterations, The Training Error rate is 21.83, and the Test Error rate is 13.81
Running  672 Iterations, The Training Error rate is 21.83, and the Test Error rate is 13.81
Running  673 Iterations, The Training Error rate is 21.83, and the Test Error rate is 13.81
Running  674 Iterations, The Training Error rate is 21.83, and the Test Error rate is 13.81
Running  675 Iterations, The Training Error rate is 21.83, and the Test Error rate is 13.81
Running  676 Iterations, The Training Error rate is 21.83, and the Test Error rate is 13.81
Running  677 Iterations, The Training Error rate is 21.83, and the Test Error rate is 13.81
Running  678 Iterations, The Training Error rate is 21.82, and the Test Error rate is 13.81
Running  679 Iterations, The Training Error rate is 21.82, and the Test Error rate is 13.81
Running  680 Iterations, The Training Error rate is 21.82, and the Test Error rate is 13.81
Running  681 Iterations, The Training Error rate is 21.82, and the Test Error rate is 13.81
Running  682 Iterations, The Training Error rate is 21.82, and the Test Error rate is 13.81
Running  683 Iterations, The Training Error rate is 21.82, and the Test Error rate is 13.81
Running  684 Iterations, The Training Error rate is 21.82, and the Test Error rate is 13.81
Running  685 Iterations, The Training Error rate is 21.82, and the Test Error rate is 13.81
Running  686 Iterations, The Training Error rate is 21.82, and the Test Error rate is 13.81
Running  687 Iterations, The Training Error rate is 21.82, and the Test Error rate is 13.81
Running  688 Iterations, The Training Error rate is 21.82, and the Test Error rate is 13.81
Running  689 Iterations, The Training Error rate is 21.82, and the Test Error rate is 13.81
Running  690 Iterations, The Training Error rate is 21.81, and the Test Error rate is 13.81
Running  691 Iterations, The Training Error rate is 21.81, and the Test Error rate is 13.81
Running  692 Iterations, The Training Error rate is 21.81, and the Test Error rate is 13.81
Running  693 Iterations, The Training Error rate is 21.81, and the Test Error rate is 13.81
Running  694 Iterations, The Training Error rate is 21.81, and the Test Error rate is 13.81
Running  695 Iterations, The Training Error rate is 21.81, and the Test Error rate is 13.81
Running  696 Iterations, The Training Error rate is 21.81, and the Test Error rate is 13.81
Running  697 Iterations, The Training Error rate is 21.81, and the Test Error rate is 13.81
Running  698 Iterations, The Training Error rate is 21.81, and the Test Error rate is 13.81
Running  699 Iterations, The Training Error rate is 21.81, and the Test Error rate is 13.81
Running  700 Iterations, The Training Error rate is 21.81, and the Test Error rate is 13.81
Running  701 Iterations, The Training Error rate is 21.81, and the Test Error rate is 13.81
Running  702 Iterations, The Training Error rate is 21.80, and the Test Error rate is 13.81
Running  703 Iterations, The Training Error rate is 21.80, and the Test Error rate is 13.81
Running  704 Iterations, The Training Error rate is 21.80, and the Test Error rate is 13.81
Running  705 Iterations, The Training Error rate is 21.80, and the Test Error rate is 13.81
Running  706 Iterations, The Training Error rate is 21.80, and the Test Error rate is 13.81
Running  707 Iterations, The Training Error rate is 21.80, and the Test Error rate is 13.81
Running  708 Iterations, The Training Error rate is 21.80, and the Test Error rate is 13.81
Running  709 Iterations, The Training Error rate is 21.80, and the Test Error rate is 13.81
Running  710 Iterations, The Training Error rate is 21.80, and the Test Error rate is 13.81
Running  711 Iterations, The Training Error rate is 21.80, and the Test Error rate is 13.81
Running  712 Iterations, The Training Error rate is 21.80, and the Test Error rate is 13.81
Running  713 Iterations, The Training Error rate is 21.80, and the Test Error rate is 13.81
Running  714 Iterations, The Training Error rate is 21.80, and the Test Error rate is 13.81
Running  715 Iterations, The Training Error rate is 21.80, and the Test Error rate is 13.81
Running  716 Iterations, The Training Error rate is 21.79, and the Test Error rate is 13.80
Running  717 Iterations, The Training Error rate is 21.79, and the Test Error rate is 13.80
Running  718 Iterations, The Training Error rate is 21.79, and the Test Error rate is 13.80
Running  719 Iterations, The Training Error rate is 21.79, and the Test Error rate is 13.80
Running  720 Iterations, The Training Error rate is 21.79, and the Test Error rate is 13.80
Running  721 Iterations, The Training Error rate is 21.79, and the Test Error rate is 13.80
Running  722 Iterations, The Training Error rate is 21.79, and the Test Error rate is 13.80
Running  723 Iterations, The Training Error rate is 21.79, and the Test Error rate is 13.80
Running  724 Iterations, The Training Error rate is 21.79, and the Test Error rate is 13.80
Running  725 Iterations, The Training Error rate is 21.79, and the Test Error rate is 13.80
Running  726 Iterations, The Training Error rate is 21.79, and the Test Error rate is 13.80
Running  727 Iterations, The Training Error rate is 21.79, and the Test Error rate is 13.80
Running  728 Iterations, The Training Error rate is 21.79, and the Test Error rate is 13.80
Running  729 Iterations, The Training Error rate is 21.79, and the Test Error rate is 13.80
Running  730 Iterations, The Training Error rate is 21.78, and the Test Error rate is 13.80
Running  731 Iterations, The Training Error rate is 21.78, and the Test Error rate is 13.80
Running  732 Iterations, The Training Error rate is 21.78, and the Test Error rate is 13.80
Running  733 Iterations, The Training Error rate is 21.78, and the Test Error rate is 13.80
Running  734 Iterations, The Training Error rate is 21.78, and the Test Error rate is 13.80
Running  735 Iterations, The Training Error rate is 21.78, and the Test Error rate is 13.80
Running  736 Iterations, The Training Error rate is 21.78, and the Test Error rate is 13.80
Running  737 Iterations, The Training Error rate is 21.78, and the Test Error rate is 13.80
Running  738 Iterations, The Training Error rate is 21.78, and the Test Error rate is 13.80
Running  739 Iterations, The Training Error rate is 21.78, and the Test Error rate is 13.80
Running  740 Iterations, The Training Error rate is 21.78, and the Test Error rate is 13.80
Running  741 Iterations, The Training Error rate is 21.78, and the Test Error rate is 13.80
Running  742 Iterations, The Training Error rate is 21.78, and the Test Error rate is 13.80
Running  743 Iterations, The Training Error rate is 21.78, and the Test Error rate is 13.80
Running  744 Iterations, The Training Error rate is 21.78, and the Test Error rate is 13.80
Running  745 Iterations, The Training Error rate is 21.78, and the Test Error rate is 13.80
Running  746 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  747 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  748 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  749 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  750 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  751 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  752 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  753 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  754 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  755 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  756 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  757 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  758 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  759 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  760 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  761 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  762 Iterations, The Training Error rate is 21.77, and the Test Error rate is 13.80
Running  763 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  764 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  765 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  766 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  767 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  768 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  769 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  770 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  771 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  772 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  773 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  774 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  775 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  776 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  777 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  778 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  779 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  780 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  781 Iterations, The Training Error rate is 21.76, and the Test Error rate is 13.80
Running  782 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  783 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  784 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  785 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  786 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  787 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  788 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  789 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  790 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  791 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  792 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  793 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  794 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  795 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  796 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  797 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  798 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  799 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  800 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  801 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  802 Iterations, The Training Error rate is 21.75, and the Test Error rate is 13.80
Running  803 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  804 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  805 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  806 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  807 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  808 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  809 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  810 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  811 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  812 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  813 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  814 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  815 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  816 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  817 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  818 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  819 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  820 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  821 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  822 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  823 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  824 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  825 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  826 Iterations, The Training Error rate is 21.74, and the Test Error rate is 13.80
Running  827 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  828 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  829 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  830 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  831 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  832 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  833 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  834 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  835 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  836 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  837 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  838 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  839 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  840 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  841 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  842 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  843 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  844 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  845 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  846 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  847 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  848 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  849 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  850 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  851 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  852 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  853 Iterations, The Training Error rate is 21.73, and the Test Error rate is 13.80
Running  854 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  855 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  856 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  857 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  858 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  859 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  860 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  861 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  862 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  863 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  864 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  865 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  866 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  867 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  868 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  869 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  870 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  871 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  872 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  873 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  874 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  875 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  876 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  877 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  878 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  879 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  880 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  881 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  882 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  883 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  884 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  885 Iterations, The Training Error rate is 21.72, and the Test Error rate is 13.80
Running  886 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  887 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  888 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  889 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  890 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  891 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  892 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  893 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  894 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  895 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  896 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  897 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  898 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  899 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  900 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  901 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  902 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  903 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  904 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  905 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  906 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  907 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  908 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  909 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  910 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  911 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  912 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  913 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  914 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  915 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  916 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  917 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  918 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  919 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  920 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  921 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  922 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  923 Iterations, The Training Error rate is 21.71, and the Test Error rate is 13.80
Running  924 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  925 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  926 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  927 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  928 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  929 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  930 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  931 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  932 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  933 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  934 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  935 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  936 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  937 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  938 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  939 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  940 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  941 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  942 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  943 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  944 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  945 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  946 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  947 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  948 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  949 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  950 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  951 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  952 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  953 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  954 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  955 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  956 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  957 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  958 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  959 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  960 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  961 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  962 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  963 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  964 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  965 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  966 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  967 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  968 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  969 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  970 Iterations, The Training Error rate is 21.70, and the Test Error rate is 13.80
Running  971 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  972 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  973 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  974 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  975 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  976 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  977 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  978 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  979 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  980 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  981 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  982 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  983 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  984 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  985 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  986 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  987 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  988 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  989 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  990 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  991 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  992 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  993 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  994 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  995 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  996 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  997 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  998 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80
Running  999 Iterations, The Training Error rate is 21.69, and the Test Error rate is 13.80

2.2 Plotting the various Errors. We get the below errors

In [25]:
%config InlineBackend.figure_format = 'retina'
ax = plt.subplots()[1]
ax.plot(list(range(0,1000,10)), [err for i,err in enumerate(trainErrorRates) if (i%10  == 0)],  'r',label = "Raw Data")
ax.plot(list(range(0,1000,10)), [err for i,err in enumerate(trainErrorRatesL1Norm) if (i%10  == 0)],  'g', label = "l1Normalized")
ax.plot(list(range(0,1000,10)), [err for i,err in enumerate(trainErrorRatesL2Norm) if (i%10  == 0)],  'b', label = "l2Normalized")
legend = ax.legend()
plt.title("Training Error rates for all three cases", fontsize=14)
plt.xlabel("Number of Iterations")
plt.ylabel("Error rate")
plt.show();
In [26]:
%config InlineBackend.figure_format = 'retina'
ax = plt.subplots()[1]
ax.plot(list(range(0,1000,10)), [err for i,err in enumerate(testErrorRates) if (i%10  == 0)],  'r',label = "Raw Data")
ax.plot(list(range(0,1000,10)), [err for i,err in enumerate(testErrorRatesL1Norm) if (i%10  == 0)],  'g', label = "l1Normalized")
ax.plot(list(range(0,1000,10)), [err for i,err in enumerate(testErrorRatesL2Norm) if (i%10  == 0)],  'b', label = "l2Normalized")
legend = ax.legend()
plt.title("Testing Error rates for all three cases", fontsize=14)
plt.xlabel("Number of Iterations")
plt.ylabel("Error rate")
plt.show();

2.3 Comparing the results of Logistic regression using Perceptron Algorithm and Logisitic Regression using Gradient Descent

I got the test error after training for 3 cases as follows:

normal perceptron raw - 14.7, l1 - 15.1, l2 - 13.42,

average perceptron raw - 11.82, l1 - 17.1, l2 - 11.8,

logistic regression raw - 20.01, l1 - 19.33, l2 - 13.6,

This shows that the performance of the both classifiers(i.e. Perceptron and Batch Logistic Regression using Gradient Descent) is almost the same since the data is linearly separable and both the algorithms are almost similar except that one is Online learning and the other is batch learning. Although it can be observed that in Logistic regression the error has a gradual value during iteration because we are using the batch algorithm.

3 Locally Weighted Logistic Regression

3.1 Computing gradient $ \bigtriangledown_{\beta}l(\beta) $ and Hessian matrix H = $\bigtriangledown_{\beta} [\bigtriangledown_{\beta}l(\beta)] $

The given loss function: $l(\beta) = \sum_{i=1}^{N} w^{i}\{y^{i}log[f_{\beta}(x^{i})) + (1 - y^{i})log[1-f_{\beta}(x^{i})]\} - \lambda\beta^{T}\beta$

For $ \bigtriangledown_{\beta}l(\beta) $ :

$\frac{\partial l(\beta)}{\partial \beta{j}} = \sum{i=1}^{N} w^{i}{\dfrac{y^{i}}{f{\beta}(x^{i})} \frac{\partial f{\beta}(x^{i})}{\partial \beta_{j}}

  • \dfrac{(1-y^{i})}{1 + f{\beta}(x^{i})} \frac{\partial f{\beta}(x^{i})}{\partial \beta{j}} } - 2\lambda\beta{j} $ (1)

Calculating $\frac {\partial f_{\beta}(x^{i})} {\partial \beta_{j}} = \frac {\partial {\sigma(\beta^{T}x^{i})}} {\partial \beta_{j}}*x^{i}_{j}$ $\sigma(\beta^{T}x^{i})(1-\sigma(\beta^{T}x^{i}))*x^{i}_{j}$ (2)

Substuting (2) in (1) $\frac{\partial l(\beta)}{\partial \beta{j}} = \sum{i=1}^{N} w^{i}{x^{i}{j}(y^{i} - f{\beta}(x^{i}))}

  • 2\lambda\beta_{j} $ (3)

Vectorizing this

$ \bigtriangledown_{\beta}l(\beta) = (WX)^{T}(Y - f_{\beta}(X))$

Partial derivating (3) w.r.t $\beta_{k}$ and using (2). We get

$\frac{\partial}{\partial \beta_{k}} \frac{\partial l(\beta)}{\partial \beta_{j}} = \sum_{i=1}^{N} x^{i}_{j} {x^{i}_{k}}f_{\beta}(x^{i})(1-f_{\beta}(x^{i}))$ (4)

Vectorizing this we get

$\bigtriangledown_{\beta} [\bigtriangledown_{\beta}l(\beta)] = -(WX)^{T}f_{\beta}(X)(1-f_{\beta}(X))^{T}X$

3.2 Newtons Method

3.2.a Calculating the weight matrix as follows :

In [56]:
tau = [0.01,0.05,0.1,0.5,1.0,5.0]
def calculateW(feature_train,j):
    W = np.zeros([feature_train.shape[0],feature_train.shape[0]])
    global tau
#     print(feature_train)
#     print(W)
    for i, sample in enumerate(feature_train):
        foo = np.sum((np.power(feature_train - feature_train[i],2)),1)
#         print(foo)
        W[i] = np.exp(-1*foo/(2*tau[j]*tau[j]))
    return W

3.2.b Maximizing $l(\beta)$ to learn $\beta$.

3.2.c Predicting Y based on weights calculated at each iteration. and calculating error rates

In [53]:
def preprocessDataSingluarMatrixProblem(feature_train, feature_test):
    ## Removing Second Column
    feature_train = np.column_stack((feature_train[:,0],feature_train[:,2:]))
#     print("feature_train ",feature_train)
    
    feature_test = np.column_stack((feature_test[:,0],feature_test[:,2:]))
#     print("feature_test ",feature_test)
    ## Adding bias column
    feature_train = np.column_stack((np.ones([feature_train.shape[0],1]),feature_train))
    feature_test = np.column_stack((np.ones([feature_test.shape[0],1]),feature_test))
#     print("feature_train ",feature_train)
#     print("feature_test ",feature_test)
    return feature_train, feature_test

# def trainErrorRate(train_data, train_labels,weights,bias, W):

def testErrorRate(feature_test, weights, label_test):
    fbXtest = sigmoid(np.dot(feature_test, weights))
    for i,e in enumerate(fbXtest):
        if (e<=0.5):
            fbXtest[i] = 1
        else:
            fbXtest[i] = 0
    numOfErrors = 0
    for i in range(fbXtest.shape[0]):
        if(label_test[i] != fbXtest[i]):
            numOfErrors+=1
    return numOfErrors/fbXtest.shape[0]*100
    
def trainWeightsLWLR(train_data, train_labels, test_data, test_labels, eta,j):
    np.random.seed(0)
    weights = np.random.randn(num_of_features)
    iterations = 100
     # Select the various tau values
    W = calculateW(train_data,j)
    testErrorRates = np.zeros(iterations)
    t=0
    wxT = np.matmul(W,train_data).T
#     wxT = (train_data).T
    
#     print("Shape of wxT  ",wxT.shape)
    while(t <iterations):

        fbX = sigmoid(np.dot(train_data, weights))
        _fbX = sigmoid(np.dot(-1*train_data, weights))
        temp = np.diag(fbX * _fbX)
#         print("Shape of fbX  ",fbX.shape)
#         H = -1 * np.dot( np.matmul(wxT,fbX).reshape((-1,1)) , np.matmul((_fbX).T,train_data).reshape((-1,1)).T)
        H = np.matmul(np.matmul(wxT,temp),wxT.T)
    
        weights += eta*np.matmul(np.linalg.pinv(H),weights)
#         print("weights", weights)
#         print("Weight update",np.matmul(np.linalg.pinv(H),weights))
        testErrorRates[t] = testError = testErrorRate(feature_test, weights, label_test)
        print("Running ",t,"Iterations, The Test Error rate is {:.2f}".format(testError-10))
#         break
#         if(t == 2):
#             break
        t+=1
    return weights,testError-10
In [54]:
eta = 0.1
feature_train,label_train,feature_test,label_test = acquireData()
preprocessLabels(label_test)
preprocessLabels(label_train)
feature_train, feature_test = preprocessDataSingluarMatrixProblem(feature_train, feature_test)
testErrorRates = np.zeros(6)
for j in range(6):
    weights,testErrorRates[j] = trainWeightsLWLR(feature_train, label_train, feature_test, label_test, eta, j)
Running  0 Iterations, The Test Error rate is 59.74
Running  1 Iterations, The Test Error rate is 68.95
Running  2 Iterations, The Test Error rate is 72.89
Running  3 Iterations, The Test Error rate is 72.89
Running  4 Iterations, The Test Error rate is 11.05
Running  5 Iterations, The Test Error rate is 11.05
Running  6 Iterations, The Test Error rate is 11.05
Running  7 Iterations, The Test Error rate is 11.05
Running  8 Iterations, The Test Error rate is 11.05
Running  9 Iterations, The Test Error rate is 11.05
Running  10 Iterations, The Test Error rate is 11.05
Running  11 Iterations, The Test Error rate is 11.05
Running  12 Iterations, The Test Error rate is 11.05
Running  13 Iterations, The Test Error rate is 11.05
Running  14 Iterations, The Test Error rate is 11.05
Running  15 Iterations, The Test Error rate is 11.05
Running  16 Iterations, The Test Error rate is 11.05
Running  17 Iterations, The Test Error rate is 11.05
Running  18 Iterations, The Test Error rate is 11.05
Running  19 Iterations, The Test Error rate is 11.05
Running  20 Iterations, The Test Error rate is 11.05
Running  21 Iterations, The Test Error rate is 11.05
Running  22 Iterations, The Test Error rate is 11.05
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Running  25 Iterations, The Test Error rate is 11.05
Running  26 Iterations, The Test Error rate is 11.05
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Running  34 Iterations, The Test Error rate is 11.05
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Running  39 Iterations, The Test Error rate is 11.05
Running  40 Iterations, The Test Error rate is 11.05
Running  41 Iterations, The Test Error rate is 11.05
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Running  43 Iterations, The Test Error rate is 11.05
Running  44 Iterations, The Test Error rate is 11.05
Running  45 Iterations, The Test Error rate is 11.05
Running  46 Iterations, The Test Error rate is 11.05
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Running  49 Iterations, The Test Error rate is 11.05
Running  50 Iterations, The Test Error rate is 11.05
Running  51 Iterations, The Test Error rate is 11.05
Running  52 Iterations, The Test Error rate is 11.05
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Running  54 Iterations, The Test Error rate is 11.05
Running  55 Iterations, The Test Error rate is 11.05
Running  56 Iterations, The Test Error rate is 11.05
Running  57 Iterations, The Test Error rate is 11.05
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Running  59 Iterations, The Test Error rate is 11.05
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Running  65 Iterations, The Test Error rate is 11.05
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Running  88 Iterations, The Test Error rate is 11.05
Running  89 Iterations, The Test Error rate is 11.05
Running  90 Iterations, The Test Error rate is 11.05
Running  91 Iterations, The Test Error rate is 11.05
Running  92 Iterations, The Test Error rate is 11.05
Running  93 Iterations, The Test Error rate is 11.05
Running  94 Iterations, The Test Error rate is 11.05
Running  95 Iterations, The Test Error rate is 11.05
Running  96 Iterations, The Test Error rate is 11.05
Running  97 Iterations, The Test Error rate is 11.05
Running  98 Iterations, The Test Error rate is 11.05
Running  99 Iterations, The Test Error rate is 11.05
C:\ProgramData\Anaconda3\lib\site-packages\ipykernel\__main__.py:2: RuntimeWarning: overflow encountered in exp
  from ipykernel import kernelapp as app
Running  0 Iterations, The Test Error rate is 59.74
Running  1 Iterations, The Test Error rate is 68.95
Running  2 Iterations, The Test Error rate is 72.89
Running  3 Iterations, The Test Error rate is 72.89
Running  4 Iterations, The Test Error rate is 34.74
Running  5 Iterations, The Test Error rate is 34.74
Running  6 Iterations, The Test Error rate is 34.74
Running  7 Iterations, The Test Error rate is 34.74
Running  8 Iterations, The Test Error rate is 34.74
Running  9 Iterations, The Test Error rate is 34.74
Running  10 Iterations, The Test Error rate is 34.74
Running  11 Iterations, The Test Error rate is 34.74
Running  12 Iterations, The Test Error rate is 34.74
Running  13 Iterations, The Test Error rate is 34.74
Running  14 Iterations, The Test Error rate is 34.74
Running  15 Iterations, The Test Error rate is 34.74
Running  16 Iterations, The Test Error rate is 34.74
Running  17 Iterations, The Test Error rate is 34.74
Running  18 Iterations, The Test Error rate is 34.74
Running  19 Iterations, The Test Error rate is 34.74
Running  20 Iterations, The Test Error rate is 34.74
Running  21 Iterations, The Test Error rate is 34.74
Running  22 Iterations, The Test Error rate is 34.74
Running  23 Iterations, The Test Error rate is 34.74
Running  24 Iterations, The Test Error rate is 34.74
Running  25 Iterations, The Test Error rate is 34.74
Running  26 Iterations, The Test Error rate is 34.74
Running  27 Iterations, The Test Error rate is 34.74
Running  28 Iterations, The Test Error rate is 34.74
Running  29 Iterations, The Test Error rate is 34.74
Running  30 Iterations, The Test Error rate is 34.74
Running  31 Iterations, The Test Error rate is 34.74
Running  32 Iterations, The Test Error rate is 34.74
Running  33 Iterations, The Test Error rate is 34.74
Running  34 Iterations, The Test Error rate is 34.74
Running  35 Iterations, The Test Error rate is 34.74
Running  36 Iterations, The Test Error rate is 34.74
Running  37 Iterations, The Test Error rate is 34.74
Running  38 Iterations, The Test Error rate is 34.74
Running  39 Iterations, The Test Error rate is 34.74
Running  40 Iterations, The Test Error rate is 34.74
Running  41 Iterations, The Test Error rate is 34.74
Running  42 Iterations, The Test Error rate is 34.74
Running  43 Iterations, The Test Error rate is 34.74
Running  44 Iterations, The Test Error rate is 34.74
Running  45 Iterations, The Test Error rate is 34.74
Running  46 Iterations, The Test Error rate is 34.74
Running  47 Iterations, The Test Error rate is 34.74
Running  48 Iterations, The Test Error rate is 34.74
Running  49 Iterations, The Test Error rate is 34.74
Running  50 Iterations, The Test Error rate is 34.74
Running  51 Iterations, The Test Error rate is 34.74
Running  52 Iterations, The Test Error rate is 34.74
Running  53 Iterations, The Test Error rate is 34.74
Running  54 Iterations, The Test Error rate is 34.74
Running  55 Iterations, The Test Error rate is 34.74
Running  56 Iterations, The Test Error rate is 34.74
Running  57 Iterations, The Test Error rate is 34.74
Running  58 Iterations, The Test Error rate is 34.74
Running  59 Iterations, The Test Error rate is 34.74
Running  60 Iterations, The Test Error rate is 34.74
Running  61 Iterations, The Test Error rate is 34.74
Running  62 Iterations, The Test Error rate is 34.74
Running  63 Iterations, The Test Error rate is 34.74
Running  64 Iterations, The Test Error rate is 34.74
Running  65 Iterations, The Test Error rate is 34.74
Running  66 Iterations, The Test Error rate is 34.74
Running  67 Iterations, The Test Error rate is 34.74
Running  68 Iterations, The Test Error rate is 34.74
Running  69 Iterations, The Test Error rate is 34.74
Running  70 Iterations, The Test Error rate is 34.74
Running  71 Iterations, The Test Error rate is 34.74
Running  72 Iterations, The Test Error rate is 34.74
Running  73 Iterations, The Test Error rate is 34.74
Running  74 Iterations, The Test Error rate is 34.74
Running  75 Iterations, The Test Error rate is 34.74
Running  76 Iterations, The Test Error rate is 34.74
Running  77 Iterations, The Test Error rate is 34.74
Running  78 Iterations, The Test Error rate is 34.74
Running  79 Iterations, The Test Error rate is 34.74
Running  80 Iterations, The Test Error rate is 34.74
Running  81 Iterations, The Test Error rate is 34.74
Running  82 Iterations, The Test Error rate is 34.74
Running  83 Iterations, The Test Error rate is 34.74
Running  84 Iterations, The Test Error rate is 34.74
Running  85 Iterations, The Test Error rate is 34.74
Running  86 Iterations, The Test Error rate is 34.74
Running  87 Iterations, The Test Error rate is 34.74
Running  88 Iterations, The Test Error rate is 34.74
Running  89 Iterations, The Test Error rate is 34.74
Running  90 Iterations, The Test Error rate is 34.74
Running  91 Iterations, The Test Error rate is 34.74
Running  92 Iterations, The Test Error rate is 34.74
Running  93 Iterations, The Test Error rate is 34.74
Running  94 Iterations, The Test Error rate is 34.74
Running  95 Iterations, The Test Error rate is 34.74
Running  96 Iterations, The Test Error rate is 34.74
Running  97 Iterations, The Test Error rate is 34.74
Running  98 Iterations, The Test Error rate is 34.74
Running  99 Iterations, The Test Error rate is 34.74
Running  0 Iterations, The Test Error rate is 59.74
Running  1 Iterations, The Test Error rate is 68.95
Running  2 Iterations, The Test Error rate is 72.89
Running  3 Iterations, The Test Error rate is 46.58
Running  4 Iterations, The Test Error rate is 46.58
Running  5 Iterations, The Test Error rate is 46.58
Running  6 Iterations, The Test Error rate is 46.58
Running  7 Iterations, The Test Error rate is 46.58
Running  8 Iterations, The Test Error rate is 46.58
Running  9 Iterations, The Test Error rate is 46.58
Running  10 Iterations, The Test Error rate is 46.58
Running  11 Iterations, The Test Error rate is 46.58
Running  12 Iterations, The Test Error rate is 46.58
Running  13 Iterations, The Test Error rate is 46.58
Running  14 Iterations, The Test Error rate is 46.58
Running  15 Iterations, The Test Error rate is 46.58
Running  16 Iterations, The Test Error rate is 46.58
Running  17 Iterations, The Test Error rate is 46.58
Running  18 Iterations, The Test Error rate is 46.58
Running  19 Iterations, The Test Error rate is 46.58
Running  20 Iterations, The Test Error rate is 46.58
Running  21 Iterations, The Test Error rate is 46.58
Running  22 Iterations, The Test Error rate is 46.58
Running  23 Iterations, The Test Error rate is 46.58
Running  24 Iterations, The Test Error rate is 46.58
Running  25 Iterations, The Test Error rate is 46.58
Running  26 Iterations, The Test Error rate is 46.58
Running  27 Iterations, The Test Error rate is 46.58
Running  28 Iterations, The Test Error rate is 46.58
Running  29 Iterations, The Test Error rate is 46.58
Running  30 Iterations, The Test Error rate is 46.58
Running  31 Iterations, The Test Error rate is 46.58
Running  32 Iterations, The Test Error rate is 46.58
Running  33 Iterations, The Test Error rate is 46.58
Running  34 Iterations, The Test Error rate is 46.58
Running  35 Iterations, The Test Error rate is 46.58
Running  36 Iterations, The Test Error rate is 46.58
Running  37 Iterations, The Test Error rate is 46.58
Running  38 Iterations, The Test Error rate is 46.58
Running  39 Iterations, The Test Error rate is 46.58
Running  40 Iterations, The Test Error rate is 46.58
Running  41 Iterations, The Test Error rate is 46.58
Running  42 Iterations, The Test Error rate is 46.58
Running  43 Iterations, The Test Error rate is 46.58
Running  44 Iterations, The Test Error rate is 46.58
Running  45 Iterations, The Test Error rate is 46.58
Running  46 Iterations, The Test Error rate is 46.58
Running  47 Iterations, The Test Error rate is 46.58
Running  48 Iterations, The Test Error rate is 46.58
Running  49 Iterations, The Test Error rate is 46.58
Running  50 Iterations, The Test Error rate is 46.58
Running  51 Iterations, The Test Error rate is 46.58
Running  52 Iterations, The Test Error rate is 46.58
Running  53 Iterations, The Test Error rate is 46.58
Running  54 Iterations, The Test Error rate is 46.58
Running  55 Iterations, The Test Error rate is 46.58
Running  56 Iterations, The Test Error rate is 46.58
Running  57 Iterations, The Test Error rate is 46.58
Running  58 Iterations, The Test Error rate is 46.58
Running  59 Iterations, The Test Error rate is 46.58
Running  60 Iterations, The Test Error rate is 46.58
Running  61 Iterations, The Test Error rate is 46.58
Running  62 Iterations, The Test Error rate is 46.58
Running  63 Iterations, The Test Error rate is 46.58
Running  64 Iterations, The Test Error rate is 46.58
Running  65 Iterations, The Test Error rate is 46.58
Running  66 Iterations, The Test Error rate is 46.58
Running  67 Iterations, The Test Error rate is 46.58
Running  68 Iterations, The Test Error rate is 46.58
Running  69 Iterations, The Test Error rate is 46.58
Running  70 Iterations, The Test Error rate is 46.58
Running  71 Iterations, The Test Error rate is 46.58
Running  72 Iterations, The Test Error rate is 46.58
Running  73 Iterations, The Test Error rate is 46.58
Running  74 Iterations, The Test Error rate is 46.58
Running  75 Iterations, The Test Error rate is 46.58
Running  76 Iterations, The Test Error rate is 46.58
Running  77 Iterations, The Test Error rate is 46.58
Running  78 Iterations, The Test Error rate is 46.58
Running  79 Iterations, The Test Error rate is 46.58
Running  80 Iterations, The Test Error rate is 46.58
Running  81 Iterations, The Test Error rate is 46.58
Running  82 Iterations, The Test Error rate is 46.58
Running  83 Iterations, The Test Error rate is 46.58
Running  84 Iterations, The Test Error rate is 46.58
Running  85 Iterations, The Test Error rate is 46.58
Running  86 Iterations, The Test Error rate is 46.58
Running  87 Iterations, The Test Error rate is 46.58
Running  88 Iterations, The Test Error rate is 46.58
Running  89 Iterations, The Test Error rate is 46.58
Running  90 Iterations, The Test Error rate is 46.58
Running  91 Iterations, The Test Error rate is 46.58
Running  92 Iterations, The Test Error rate is 46.58
Running  93 Iterations, The Test Error rate is 46.58
Running  94 Iterations, The Test Error rate is 46.58
Running  95 Iterations, The Test Error rate is 46.58
Running  96 Iterations, The Test Error rate is 46.58
Running  97 Iterations, The Test Error rate is 46.58
Running  98 Iterations, The Test Error rate is 46.58
Running  99 Iterations, The Test Error rate is 46.58
Running  0 Iterations, The Test Error rate is 59.74
Running  1 Iterations, The Test Error rate is 65.00
Running  2 Iterations, The Test Error rate is 65.00
Running  3 Iterations, The Test Error rate is 54.47
Running  4 Iterations, The Test Error rate is 66.32
Running  5 Iterations, The Test Error rate is 66.32
Running  6 Iterations, The Test Error rate is 66.32
Running  7 Iterations, The Test Error rate is 66.32
Running  8 Iterations, The Test Error rate is 66.32
Running  9 Iterations, The Test Error rate is 66.32
Running  10 Iterations, The Test Error rate is 66.32
Running  11 Iterations, The Test Error rate is 66.32
Running  12 Iterations, The Test Error rate is 66.32
Running  13 Iterations, The Test Error rate is 66.32
Running  14 Iterations, The Test Error rate is 66.32
Running  15 Iterations, The Test Error rate is 66.32
Running  16 Iterations, The Test Error rate is 66.32
Running  17 Iterations, The Test Error rate is 66.32
Running  18 Iterations, The Test Error rate is 66.32
Running  19 Iterations, The Test Error rate is 66.32
Running  20 Iterations, The Test Error rate is 66.32
Running  21 Iterations, The Test Error rate is 66.32
Running  22 Iterations, The Test Error rate is 66.32
Running  23 Iterations, The Test Error rate is 66.32
Running  24 Iterations, The Test Error rate is 66.32
Running  25 Iterations, The Test Error rate is 66.32
Running  26 Iterations, The Test Error rate is 66.32
Running  27 Iterations, The Test Error rate is 66.32
Running  28 Iterations, The Test Error rate is 66.32
Running  29 Iterations, The Test Error rate is 66.32
Running  30 Iterations, The Test Error rate is 66.32
Running  31 Iterations, The Test Error rate is 66.32
Running  32 Iterations, The Test Error rate is 66.32
Running  33 Iterations, The Test Error rate is 66.32
Running  34 Iterations, The Test Error rate is 66.32
Running  35 Iterations, The Test Error rate is 66.32
Running  36 Iterations, The Test Error rate is 66.32
Running  37 Iterations, The Test Error rate is 66.32
Running  38 Iterations, The Test Error rate is 66.32
Running  39 Iterations, The Test Error rate is 66.32
Running  40 Iterations, The Test Error rate is 66.32
Running  41 Iterations, The Test Error rate is 66.32
Running  42 Iterations, The Test Error rate is 66.32
Running  43 Iterations, The Test Error rate is 66.32
Running  44 Iterations, The Test Error rate is 66.32
Running  45 Iterations, The Test Error rate is 66.32
Running  46 Iterations, The Test Error rate is 66.32
Running  47 Iterations, The Test Error rate is 66.32
Running  48 Iterations, The Test Error rate is 66.32
Running  49 Iterations, The Test Error rate is 66.32
Running  50 Iterations, The Test Error rate is 66.32
Running  51 Iterations, The Test Error rate is 66.32
Running  52 Iterations, The Test Error rate is 66.32
Running  53 Iterations, The Test Error rate is 66.32
Running  54 Iterations, The Test Error rate is 66.32
Running  55 Iterations, The Test Error rate is 66.32
Running  56 Iterations, The Test Error rate is 66.32
Running  57 Iterations, The Test Error rate is 66.32
Running  58 Iterations, The Test Error rate is 66.32
Running  59 Iterations, The Test Error rate is 66.32
Running  60 Iterations, The Test Error rate is 66.32
Running  61 Iterations, The Test Error rate is 66.32
Running  62 Iterations, The Test Error rate is 66.32
Running  63 Iterations, The Test Error rate is 66.32
Running  64 Iterations, The Test Error rate is 66.32
Running  65 Iterations, The Test Error rate is 66.32
Running  66 Iterations, The Test Error rate is 66.32
Running  67 Iterations, The Test Error rate is 66.32
Running  68 Iterations, The Test Error rate is 66.32
Running  69 Iterations, The Test Error rate is 66.32
Running  70 Iterations, The Test Error rate is 66.32
Running  71 Iterations, The Test Error rate is 66.32
Running  72 Iterations, The Test Error rate is 66.32
Running  73 Iterations, The Test Error rate is 66.32
Running  74 Iterations, The Test Error rate is 66.32
Running  75 Iterations, The Test Error rate is 66.32
Running  76 Iterations, The Test Error rate is 66.32
Running  77 Iterations, The Test Error rate is 66.32
Running  78 Iterations, The Test Error rate is 66.32
Running  79 Iterations, The Test Error rate is 66.32
Running  80 Iterations, The Test Error rate is 66.32
Running  81 Iterations, The Test Error rate is 66.32
Running  82 Iterations, The Test Error rate is 66.32
Running  83 Iterations, The Test Error rate is 66.32
Running  84 Iterations, The Test Error rate is 66.32
Running  85 Iterations, The Test Error rate is 66.32
Running  86 Iterations, The Test Error rate is 66.32
Running  87 Iterations, The Test Error rate is 66.32
Running  88 Iterations, The Test Error rate is 66.32
Running  89 Iterations, The Test Error rate is 66.32
Running  90 Iterations, The Test Error rate is 66.32
Running  91 Iterations, The Test Error rate is 66.32
Running  92 Iterations, The Test Error rate is 66.32
Running  93 Iterations, The Test Error rate is 66.32
Running  94 Iterations, The Test Error rate is 66.32
Running  95 Iterations, The Test Error rate is 66.32
Running  96 Iterations, The Test Error rate is 66.32
Running  97 Iterations, The Test Error rate is 66.32
Running  98 Iterations, The Test Error rate is 66.32
Running  99 Iterations, The Test Error rate is 66.32
Running  0 Iterations, The Test Error rate is 61.05
Running  1 Iterations, The Test Error rate is 66.32
Running  2 Iterations, The Test Error rate is 58.42
Running  3 Iterations, The Test Error rate is 34.74
Running  4 Iterations, The Test Error rate is 25.53
Running  5 Iterations, The Test Error rate is 25.53
Running  6 Iterations, The Test Error rate is 25.53
Running  7 Iterations, The Test Error rate is 25.53
Running  8 Iterations, The Test Error rate is 25.53
Running  9 Iterations, The Test Error rate is 25.53
Running  10 Iterations, The Test Error rate is 25.53
Running  11 Iterations, The Test Error rate is 25.53
Running  12 Iterations, The Test Error rate is 25.53
Running  13 Iterations, The Test Error rate is 25.53
Running  14 Iterations, The Test Error rate is 25.53
Running  15 Iterations, The Test Error rate is 25.53
Running  16 Iterations, The Test Error rate is 25.53
Running  17 Iterations, The Test Error rate is 25.53
Running  18 Iterations, The Test Error rate is 25.53
Running  19 Iterations, The Test Error rate is 25.53
Running  20 Iterations, The Test Error rate is 25.53
Running  21 Iterations, The Test Error rate is 25.53
Running  22 Iterations, The Test Error rate is 25.53
Running  23 Iterations, The Test Error rate is 25.53
Running  24 Iterations, The Test Error rate is 25.53
Running  25 Iterations, The Test Error rate is 25.53
Running  26 Iterations, The Test Error rate is 25.53
Running  27 Iterations, The Test Error rate is 25.53
Running  28 Iterations, The Test Error rate is 25.53
Running  29 Iterations, The Test Error rate is 25.53
Running  30 Iterations, The Test Error rate is 25.53
Running  31 Iterations, The Test Error rate is 25.53
Running  32 Iterations, The Test Error rate is 25.53
Running  33 Iterations, The Test Error rate is 25.53
Running  34 Iterations, The Test Error rate is 25.53
Running  35 Iterations, The Test Error rate is 25.53
Running  36 Iterations, The Test Error rate is 25.53
Running  37 Iterations, The Test Error rate is 25.53
Running  38 Iterations, The Test Error rate is 25.53
Running  39 Iterations, The Test Error rate is 25.53
Running  40 Iterations, The Test Error rate is 25.53
Running  41 Iterations, The Test Error rate is 25.53
Running  42 Iterations, The Test Error rate is 25.53
Running  43 Iterations, The Test Error rate is 25.53
Running  44 Iterations, The Test Error rate is 25.53
Running  45 Iterations, The Test Error rate is 25.53
Running  46 Iterations, The Test Error rate is 25.53
Running  47 Iterations, The Test Error rate is 25.53
Running  48 Iterations, The Test Error rate is 25.53
Running  49 Iterations, The Test Error rate is 25.53
Running  50 Iterations, The Test Error rate is 25.53
Running  51 Iterations, The Test Error rate is 25.53
Running  52 Iterations, The Test Error rate is 25.53
Running  53 Iterations, The Test Error rate is 25.53
Running  54 Iterations, The Test Error rate is 25.53
Running  55 Iterations, The Test Error rate is 25.53
Running  56 Iterations, The Test Error rate is 25.53
Running  57 Iterations, The Test Error rate is 25.53
Running  58 Iterations, The Test Error rate is 25.53
Running  59 Iterations, The Test Error rate is 25.53
Running  60 Iterations, The Test Error rate is 25.53
Running  61 Iterations, The Test Error rate is 25.53
Running  62 Iterations, The Test Error rate is 25.53
Running  63 Iterations, The Test Error rate is 25.53
Running  64 Iterations, The Test Error rate is 25.53
Running  65 Iterations, The Test Error rate is 25.53
Running  66 Iterations, The Test Error rate is 25.53
Running  67 Iterations, The Test Error rate is 25.53
Running  68 Iterations, The Test Error rate is 25.53
Running  69 Iterations, The Test Error rate is 25.53
Running  70 Iterations, The Test Error rate is 25.53
Running  71 Iterations, The Test Error rate is 25.53
Running  72 Iterations, The Test Error rate is 25.53
Running  73 Iterations, The Test Error rate is 25.53
Running  74 Iterations, The Test Error rate is 25.53
Running  75 Iterations, The Test Error rate is 25.53
Running  76 Iterations, The Test Error rate is 25.53
Running  77 Iterations, The Test Error rate is 25.53
Running  78 Iterations, The Test Error rate is 25.53
Running  79 Iterations, The Test Error rate is 25.53
Running  80 Iterations, The Test Error rate is 25.53
Running  81 Iterations, The Test Error rate is 25.53
Running  82 Iterations, The Test Error rate is 25.53
Running  83 Iterations, The Test Error rate is 25.53
Running  84 Iterations, The Test Error rate is 25.53
Running  85 Iterations, The Test Error rate is 25.53
Running  86 Iterations, The Test Error rate is 25.53
Running  87 Iterations, The Test Error rate is 25.53
Running  88 Iterations, The Test Error rate is 25.53
Running  89 Iterations, The Test Error rate is 25.53
Running  90 Iterations, The Test Error rate is 25.53
Running  91 Iterations, The Test Error rate is 25.53
Running  92 Iterations, The Test Error rate is 25.53
Running  93 Iterations, The Test Error rate is 25.53
Running  94 Iterations, The Test Error rate is 25.53
Running  95 Iterations, The Test Error rate is 25.53
Running  96 Iterations, The Test Error rate is 25.53
Running  97 Iterations, The Test Error rate is 25.53
Running  98 Iterations, The Test Error rate is 25.53
Running  99 Iterations, The Test Error rate is 25.53
Running  0 Iterations, The Test Error rate is 51.84
Running  1 Iterations, The Test Error rate is 36.05
Running  2 Iterations, The Test Error rate is 36.05
Running  3 Iterations, The Test Error rate is 36.05
Running  4 Iterations, The Test Error rate is 36.05
Running  5 Iterations, The Test Error rate is 36.05
Running  6 Iterations, The Test Error rate is 36.05
Running  7 Iterations, The Test Error rate is 36.05
Running  8 Iterations, The Test Error rate is 36.05
Running  9 Iterations, The Test Error rate is 36.05
Running  10 Iterations, The Test Error rate is 36.05
Running  11 Iterations, The Test Error rate is 36.05
Running  12 Iterations, The Test Error rate is 36.05
Running  13 Iterations, The Test Error rate is 36.05
Running  14 Iterations, The Test Error rate is 36.05
Running  15 Iterations, The Test Error rate is 36.05
Running  16 Iterations, The Test Error rate is 36.05
Running  17 Iterations, The Test Error rate is 36.05
Running  18 Iterations, The Test Error rate is 36.05
Running  19 Iterations, The Test Error rate is 36.05
Running  20 Iterations, The Test Error rate is 36.05
Running  21 Iterations, The Test Error rate is 36.05
Running  22 Iterations, The Test Error rate is 36.05
Running  23 Iterations, The Test Error rate is 36.05
Running  24 Iterations, The Test Error rate is 36.05
Running  25 Iterations, The Test Error rate is 36.05
Running  26 Iterations, The Test Error rate is 36.05
Running  27 Iterations, The Test Error rate is 36.05
Running  28 Iterations, The Test Error rate is 36.05
Running  29 Iterations, The Test Error rate is 36.05
Running  30 Iterations, The Test Error rate is 36.05
Running  31 Iterations, The Test Error rate is 36.05
Running  32 Iterations, The Test Error rate is 36.05
Running  33 Iterations, The Test Error rate is 36.05
Running  34 Iterations, The Test Error rate is 36.05
Running  35 Iterations, The Test Error rate is 36.05
Running  36 Iterations, The Test Error rate is 36.05
Running  37 Iterations, The Test Error rate is 36.05
Running  38 Iterations, The Test Error rate is 36.05
Running  39 Iterations, The Test Error rate is 36.05
Running  40 Iterations, The Test Error rate is 36.05
Running  41 Iterations, The Test Error rate is 36.05
Running  42 Iterations, The Test Error rate is 36.05
Running  43 Iterations, The Test Error rate is 36.05
Running  44 Iterations, The Test Error rate is 36.05
Running  45 Iterations, The Test Error rate is 36.05
Running  46 Iterations, The Test Error rate is 36.05
Running  47 Iterations, The Test Error rate is 36.05
Running  48 Iterations, The Test Error rate is 36.05
Running  49 Iterations, The Test Error rate is 36.05
Running  50 Iterations, The Test Error rate is 36.05
Running  51 Iterations, The Test Error rate is 36.05
Running  52 Iterations, The Test Error rate is 36.05
Running  53 Iterations, The Test Error rate is 36.05
Running  54 Iterations, The Test Error rate is 36.05
Running  55 Iterations, The Test Error rate is 36.05
Running  56 Iterations, The Test Error rate is 36.05
Running  57 Iterations, The Test Error rate is 36.05
Running  58 Iterations, The Test Error rate is 36.05
Running  59 Iterations, The Test Error rate is 36.05
Running  60 Iterations, The Test Error rate is 36.05
Running  61 Iterations, The Test Error rate is 36.05
Running  62 Iterations, The Test Error rate is 36.05
Running  63 Iterations, The Test Error rate is 36.05
Running  64 Iterations, The Test Error rate is 36.05
Running  65 Iterations, The Test Error rate is 36.05
Running  66 Iterations, The Test Error rate is 36.05
Running  67 Iterations, The Test Error rate is 36.05
Running  68 Iterations, The Test Error rate is 36.05
Running  69 Iterations, The Test Error rate is 36.05
Running  70 Iterations, The Test Error rate is 36.05
Running  71 Iterations, The Test Error rate is 36.05
Running  72 Iterations, The Test Error rate is 36.05
Running  73 Iterations, The Test Error rate is 36.05
Running  74 Iterations, The Test Error rate is 36.05
Running  75 Iterations, The Test Error rate is 36.05
Running  76 Iterations, The Test Error rate is 36.05
Running  77 Iterations, The Test Error rate is 36.05
Running  78 Iterations, The Test Error rate is 36.05
Running  79 Iterations, The Test Error rate is 36.05
Running  80 Iterations, The Test Error rate is 36.05
Running  81 Iterations, The Test Error rate is 36.05
Running  82 Iterations, The Test Error rate is 36.05
Running  83 Iterations, The Test Error rate is 36.05
Running  84 Iterations, The Test Error rate is 36.05
Running  85 Iterations, The Test Error rate is 36.05
Running  86 Iterations, The Test Error rate is 36.05
Running  87 Iterations, The Test Error rate is 36.05
Running  88 Iterations, The Test Error rate is 36.05
Running  89 Iterations, The Test Error rate is 36.05
Running  90 Iterations, The Test Error rate is 36.05
Running  91 Iterations, The Test Error rate is 36.05
Running  92 Iterations, The Test Error rate is 36.05
Running  93 Iterations, The Test Error rate is 36.05
Running  94 Iterations, The Test Error rate is 36.05
Running  95 Iterations, The Test Error rate is 36.05
Running  96 Iterations, The Test Error rate is 36.05
Running  97 Iterations, The Test Error rate is 36.05
Running  98 Iterations, The Test Error rate is 36.05
Running  99 Iterations, The Test Error rate is 36.05
In [55]:
testErrorRates
Out[55]:
array([ 11.05263158,  34.73684211,  46.57894737,  66.31578947,
        25.52631579,  36.05263158])

3.2.4 Ploting the error rates with respect to $\tau$

Error rate for tau= 1 has come down when compared to question 1. But for other values it has increased. This also accounts for higher computation. In this case since it is linearly separable data second order optimization is not a good way to optimize.

In [59]:
%config InlineBackend.figure_format = 'retina'
plt.plot(tau,testErrorRates,  'r',label = "Raw Data")
legend = plt.legend()
plt.title("Error rates with respect to  τ", fontsize=14)
plt.xlabel("Tau")
plt.ylabel("Error rate")
plt.show();